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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGHA1 is not prognostic in Lung Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2277.8
Number of samples
497
Samples
Sample
Description
TPM
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
19295.7
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
16915.1
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
14922.1
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
14673.3
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
14013.6
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
13654.5
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
13218.2
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
12554.4
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
12043.6
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
11833.2
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
10709.8
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
10212.6
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
10207.4
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
10094.6
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
9916.4
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
9750.0
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
9623.4
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
9538.5
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
9332.4
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
8960.0
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
8850.7
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
8580.3
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
8223.9
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
8028.7
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
7967.0
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
7911.5
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
7680.3
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
7659.0
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
7558.3
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
7523.1
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
7328.1
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
6913.4
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
6864.9
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
6803.2
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
6614.9
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
6603.4
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
6443.4
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
6393.0
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
6391.5
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
6374.6
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
6293.9
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
6282.5
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
6261.8
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
6194.6
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
6042.4
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
6000.7
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
5970.0
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
5891.6
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
5817.3
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
5813.2
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
5793.9
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
5765.9
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
5762.8
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
5706.5
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
5673.5
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
5585.0
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
5539.4
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
5470.5
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
5463.3
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
5334.7
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
5331.2
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
5232.1
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
5188.1
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
5005.4
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
4998.9
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
4911.4
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
4892.7
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
4887.4
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
4802.4
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
4706.3
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
4630.0
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
4491.8
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
4477.7
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
4460.0
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
4281.6
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
4238.5
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
4221.0
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
4207.2
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
4193.9
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
4128.7
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
4121.5
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
4098.3
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
4095.4
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
4092.6
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
4062.1
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
4051.2
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
4049.4
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
3944.2
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
3930.6
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
3891.7
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
3871.9
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
3844.4
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
3793.7
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
3734.4
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
3687.7
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
3667.0
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
3642.2
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
3626.0
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
3584.2
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
3542.3
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
3534.6
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
3527.2
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
3527.0
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
3521.3
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
3512.9
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
3496.0
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
3474.7
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
3396.2
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
3340.8
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
3333.6
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
3320.9
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
3307.4
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
3299.0
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
3238.1
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
3235.7
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
3217.1
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
3197.9
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
3193.9
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
3177.0
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
3175.7
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
3141.4
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
3131.3
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
3110.8
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
3077.1
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
3061.6
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
3060.5
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
3006.3
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
2988.1
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
2959.3
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
2952.4
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
2919.3
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
2902.9
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
2899.3
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
2891.0
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
2886.8
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
2828.2
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
2812.3
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
2802.6
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
2800.4
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
2779.3
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
2772.5
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
2762.1
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
2743.1
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
2707.4
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
2702.4
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
2655.4
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
2628.2
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
2617.0
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
2538.6
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
2522.1
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
2516.3
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
2513.7
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
2497.8
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
2449.7
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
2446.8
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
2393.9
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
2378.8
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
2369.0
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
2333.5
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
2328.4
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
2297.6
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
2280.3
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
2279.9
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
2263.0
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
2262.6
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
2250.8
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
2244.1
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
2242.1
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
2218.5
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
2192.6
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
2188.3
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
2175.4
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
2171.7
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
2167.0
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
2151.2
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
2147.4
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
2134.1
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
2120.6
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
2109.1
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
2085.3
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
2070.1
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
2043.2
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
2029.1
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
2017.7
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
1990.3
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
1951.8
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
1945.3
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
1935.6
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
1889.0
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
1873.9
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
1852.6
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
1852.4
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
1852.0
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
1837.3
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
1822.2
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
1817.5
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1815.8
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
1792.1
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
1734.5
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
1733.8
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
1729.5
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
1728.1
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
1704.7
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
1679.0
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
1663.4
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
1660.9
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
1655.4
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
1648.2
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
1628.8
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
1627.4
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
1616.1
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
1614.6
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
1606.6
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
1596.9
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
1575.1
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
1552.7
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
1552.6
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
1513.2
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
1502.6
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
1501.7
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
1495.8
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
1435.2
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
1421.7
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
1419.9
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
1416.7
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
1410.9
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
1402.0
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
1388.9
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
1382.4
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
1374.5
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
1369.8
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
1323.8
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
1310.8
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
1309.3
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
1297.0
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
1263.7
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1258.3
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
1252.0
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
1251.0
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
1237.6
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
1231.4
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
1224.1
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
1221.2
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
1217.6
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
1213.5
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
1209.6
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
1192.7
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
1192.0
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
1189.3
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
1183.8
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
1181.9
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
1160.5
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
1144.8
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
1130.1
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
1128.0
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
1118.4
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
1099.0
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
1098.8
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
1098.4
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
1094.8
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
1093.2
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1093.2
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
1073.4
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
1070.2
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
1064.5
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
1057.5
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
1049.1
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
1033.3
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
1024.8
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
1019.6
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
1000.0
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
999.9
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
995.9
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
985.8
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
981.2
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
969.0
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
967.5
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
964.8
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
961.6
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
945.0
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
942.6
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
930.3
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
922.2
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
916.3
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
911.5
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
903.8
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
895.9
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
892.4
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
883.0
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
880.3
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
875.0
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
868.8
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
868.8
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
857.0
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
852.9
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
851.1
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
850.5
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
841.2
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
840.8
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
830.9
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
810.8
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
800.5
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
799.2
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
791.9
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
789.8
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
788.1
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
783.0
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
769.8
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
765.8
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
763.1
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
761.8
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
757.9
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
755.5
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
754.4
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
753.2
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
751.4
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
749.7
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
745.5
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
741.0
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
736.4
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
731.7
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
726.6
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
723.6
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
716.4
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
714.1
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
713.4
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
707.4
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
700.0
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
695.2
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
694.6
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
682.8
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
677.5
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
674.6
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
673.3
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
673.2
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
661.1
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
657.1
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
647.4
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
639.3
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
637.6
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
632.4
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
622.3
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
613.7
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
593.2
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
591.8
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
587.4
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
586.1
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
580.9
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
580.1
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
579.6
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
572.2
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
565.5
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
549.1
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
548.4
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
543.7
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
543.0
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
538.5
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
536.9
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
536.4
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
535.9
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
535.1
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
535.0
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
533.6
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
528.0
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
524.4
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
516.4
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
507.3
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
504.9
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
497.1
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
495.5
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
489.2
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
489.1
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
480.0
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
471.0
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
456.7
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
454.7
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
452.2
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
442.9
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
433.3
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
425.7
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
425.3
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
423.2
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
414.9
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
413.0
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
411.2
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
407.1
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
404.2
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
402.8
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
401.8
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
393.1
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
390.4
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
389.0
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
388.8
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
384.4
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
383.0
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
370.6
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
370.3
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
366.3
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
365.8
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
365.5
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
363.4
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
361.5
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
353.2
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
351.0
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
344.7
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
343.2
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
338.7
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
338.5
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
336.2
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
332.3
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
332.1
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
327.7
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
327.6
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
326.2
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
325.2
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
314.6
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
311.6
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
306.1
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
304.8
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
301.1
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
296.0
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
289.7
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
286.7
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
282.3
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
277.9
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
276.3
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
272.1
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
269.9
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
269.8
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
267.6
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
266.4
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
260.8
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
259.0
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
258.1
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
255.4
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
248.1
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
247.4
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
234.4
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
232.7
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
231.1
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
228.4
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
222.7
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
221.9
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
219.3
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
213.7
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
213.0
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
212.1
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
210.0
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
205.3
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
204.7
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
194.1
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
193.9
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
187.4
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
186.6
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
185.8
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
181.8
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
175.6
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
169.2
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
162.5
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
162.5
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
156.3
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
149.3
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
148.3
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
146.6
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
140.3
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
138.6
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
137.7
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
136.2
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
129.0
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
128.9
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
128.2
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
124.4
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
122.7
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
113.3
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
109.9
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
102.6
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
98.7
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
92.5
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
92.2
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
73.0
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
57.6
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
56.4
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
56.3
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
50.3
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
49.5
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
46.3
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
45.7
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
45.1
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
43.6
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
42.9
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
41.2
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
39.3
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
37.5
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
31.4
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
6.5
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
6.2
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGHA1 is not prognostic in Lung Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1194.9
Number of samples
105
Samples
Sample
Description
TPM
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
11409.0
L688
0 years, male, stage:Stage IIIA, dead, 789 days
5620.3
L543
0 years, male, stage:Stage IA, alive, 2711 days
5395.2
L545
0 years, female, stage:Stage IA, alive, 2874 days
4412.8
L725
0 years, female, stage:Stage IA, alive, 1830 days
4321.4
L838
0 years, female, stage:Stage IA, dead, 1005 days
4267.9
L832
0 years, female, stage:Stage IA, alive, 2145 days
3862.3
L606
0 years, male, stage:Stage IA, alive, 2336 days
3086.3
L596
0 years, female, stage:Stage IA, alive, 2319 days
2547.8
L663
0 years, female, stage:Stage IB, alive, 2018 days
2539.9
L826
0 years, female, stage:Stage IV, dead, 935 days
2443.9
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
2395.6
L617
0 years, male, stage:Stage IIIA, dead, 238 days
2067.9
L800
0 years, female, stage:Stage IA, dead, 2417 days
2067.1
L593
0 years, male, stage:Stage IA, dead, 2436 days
2052.4
L808
0 years, female, stage:Stage IA, alive, 3001 days
2048.6
L585
0 years, female, stage:Stage IIA, dead, 402 days
2039.2
L605
0 years, female, stage:Stage IA, alive, 2460 days
1835.8
L532
0 years, female, stage:Stage IA, dead, 301 days
1800.4
L703
0 years, male, stage:Stage IIA, dead, 1137 days
1788.1
L710
0 years, female, stage:Stage IIA, alive, 1775 days
1659.3
L440
0 years, male, stage:Stage IIB, dead, 651 days
1656.4
L810
0 years, female, stage:Stage IIIA, dead, 625 days
1615.0
L768
0 years, male, stage:Stage IIIA, dead, 472 days
1606.3
L599
0 years, male, stage:Stage IB, dead, 2083 days
1552.8
L728
0 years, male, stage:Stage IIB, dead, 1128 days
1515.9
L880
0 years, female, stage:Stage IA, alive, 1767 days
1495.5
L842
0 years, female, stage:Stage IB, alive, 2005 days
1451.4
L541
0 years, female, stage:Stage IIIA, dead, 915 days
1347.4
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
1260.4
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
1235.9
L735
0 years, female, stage:Stage IA, alive, 1830 days
1223.5
L607
0 years, male, stage:Stage IB, alive, 2572 days
1171.2
L400
0 years, male, stage:Stage IIA, dead, 1233 days
1107.5
L829
0 years, male, stage:Stage IA, alive, 2173 days
1057.1
L603
0 years, female, stage:Stage IB, dead, 972 days
1050.3
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
1040.1
L484
0 years, female, stage:Stage IA, alive, 2895 days
1025.2
L673
0 years, female, stage:Stage IA, dead, 568 days
1002.7
L683
0 years, female, stage:Stage IIA, dead, 612 days
998.4
L887
0 years, male, stage:Stage IA, dead, 374 days
979.5
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
951.4
L746
0 years, female, stage:Stage IIIA, dead, 594 days
934.9
L682
0 years, female, stage:Stage IIB, dead, 840 days
930.6
L873
0 years, female, stage:Stage IA, alive, 1740 days
878.5
L638
0 years, male, stage:Stage IA, alive, 2076 days
873.6
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
862.5
L565
0 years, female, stage:Stage IB, dead, 543 days
862.4
L879
0 years, male, stage:Stage IV, dead, 873 days
844.6
L831
0 years, female, stage:Stage IB, alive, 2152 days
831.6
L504
0 years, female, stage:Stage IA, dead, 1295 days
826.6
L885
0 years, female, stage:Stage IA, alive, 1618 days
811.8
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
791.2
L566
0 years, male, stage:Stage IB, alive, 2489 days
774.0
L473
0 years, female, stage:Stage IA, alive, 3021 days
716.5
L877
0 years, female, stage:Stage IA, alive, 1599 days
703.5
L455
0 years, female, stage:Stage IA, alive, 3315 days
686.9
L689
0 years, male, stage:Stage IA, alive, 1943 days
675.2
L620
0 years, female, stage:Stage IIIA, dead, 338 days
650.9
L656
0 years, male, stage:Stage IA, alive, 2227 days
647.8
L871
0 years, male, stage:Stage IB, dead, 873 days
599.1
L695
0 years, female, stage:Stage IB, dead, 1762 days
592.5
L662
0 years, male, stage:Stage IA, dead, 865 days
576.1
L738
0 years, female, stage:Stage IB, dead, 1314 days
571.3
L890
0 years, female, stage:Stage IIB, dead, 1264 days
558.4
L802
0 years, female, stage:Stage IA, dead, 773 days
547.8
L446
0 years, female, stage:Stage IIB, dead, 415 days
542.7
L404
0 years, female, stage:Stage IIA, dead, 2318 days
503.3
L816
0 years, female, stage:Stage IIA, dead, 353 days
502.3
L778
0 years, female, stage:Stage IA, alive, 1600 days
498.2
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
495.2
L531
0 years, male, stage:Stage IB, dead, 928 days
484.1
L731
0 years, female, stage:Stage IA, dead, 964 days
476.0
L749
0 years, female, stage:Stage IIIA, dead, 189 days
460.5
L626
0 years, female, stage:Stage IA, dead, 1994 days
442.4
L791
0 years, female, stage:Stage IIIA, dead, 368 days
409.1
L782
0 years, female, stage:Stage IIB, alive, 3371 days
401.9
L865
0 years, female, stage:Stage IIB, alive, 1927 days
388.0
L493
0 years, female, stage:Stage IIB, alive, 2945 days
380.5
L875
0 years, female, stage:Stage IA, alive, 1675 days
374.2
L851
0 years, male, stage:Stage IB, dead, 1315 days
364.5
L828
0 years, female, stage:Stage IIB, alive, 2222 days
349.3
L413
0 years, female, stage:Stage IIIA, dead, 313 days
343.6
L872
0 years, female, stage:Stage IA, alive, 1793 days
328.3
L462
0 years, male, stage:Stage IIIA, dead, 568 days
301.5
L458
0 years, female, stage:Stage IA, dead, 223 days
300.3
L630
0 years, female, stage:Stage IA, dead, 1733 days
292.2
L569
0 years, female, stage:Stage IA, alive, 2531 days
286.9
L561
0 years, female, stage:Stage IA, alive, 2543 days
279.5
L827
0 years, male, stage:Stage IIB, dead, 1105 days
271.7
L766
0 years, male, stage:Stage IB, alive, 1793 days
262.4
L551
0 years, male, stage:Stage IA, alive, 2924 days
253.4
L773
0 years, female, stage:Stage IV, dead, 311 days
252.3
L530
0 years, female, stage:Stage IIA, dead, 308 days
247.9
L678
0 years, female, stage:Stage IB, dead, 1114 days
194.3
L439
0 years, male, stage:Stage IIB, dead, 2773 days
178.7
L601
0 years, male, stage:Stage IB, dead, 2068 days
168.9
L613
0 years, male, stage:Stage IIIA, dead, 19 days
140.7
L616
0 years, male, stage:Stage IA, dead, 410 days
135.2
L546
0 years, male, stage:Stage IA, dead, 973 days
111.6
L602
0 years, female, stage:Stage IA, alive, 2277 days
77.0
L867
0 years, female, stage:Stage IIIA, dead, 317 days
66.9
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGHA1 is not prognostic in Lung Squamous Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1857.5
Number of samples
489
Samples
Sample
Description
TPM
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
18962.1
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
17147.3
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
11234.9
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
10393.0
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
10316.7
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
10299.3
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
9292.1
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
9165.7
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
9035.2
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
9024.3
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
8646.1
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
8405.2
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
8355.6
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
8002.6
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
7958.4
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
7923.6
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
7923.0
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
7587.3
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
7571.1
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
7481.8
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
7436.2
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
7369.5
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
7167.4
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
7103.0
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
6791.1
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
6744.4
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
6735.1
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
6644.8
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
6599.4
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
6565.4
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
5973.4
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
5883.6
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
5816.3
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
5736.3
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
5646.3
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
5516.5
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
5233.9
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
5224.8
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
5184.2
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
5174.4
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
4978.8
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
4886.5
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
4849.3
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
4833.8
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
4799.4
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
4778.5
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
4694.9
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
4666.1
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
4571.1
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
4531.6
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
4440.4
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
4432.2
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
4384.8
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
4355.7
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
4308.8
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
4270.9
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
4105.9
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
4082.2
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
4078.5
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
4049.4
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
4009.4
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
4007.2
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
3906.9
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
3872.8
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
3822.4
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
3769.4
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
3768.0
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
3751.3
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
3735.2
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
3699.6
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
3674.7
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
3671.5
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
3655.8
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
3649.2
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
3632.6
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
3590.1
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
3547.5
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
3517.9
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
3506.8
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
3461.3
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
3450.0
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
3439.4
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
3407.5
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
3334.6
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
3311.1
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
3281.7
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
3270.3
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
3256.0
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
3235.2
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
3215.3
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
3190.6
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
3189.3
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
3134.1
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
3014.0
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
3010.4
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
2940.0
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
2924.8
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
2919.5
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
2860.3
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
2837.5
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
2823.9
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
2805.1
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
2798.8
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
2789.9
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
2779.0
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
2738.8
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
2720.9
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
2715.3
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
2683.7
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
2682.0
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
2627.7
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
2587.2
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
2540.7
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
2510.5
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
2499.6
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
2488.6
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
2480.8
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
2474.5
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
2471.8
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
2463.9
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
2450.8
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
2438.0
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
2434.5
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
2430.4
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
2428.9
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
2426.3
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
2423.5
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
2397.7
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
2380.1
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
2370.9
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
2368.2
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
2344.0
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
2326.5
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
2306.1
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
2294.9
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
2292.4
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
2264.5
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
2250.1
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
2249.4
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
2234.6
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
2230.7
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
2224.8
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
2223.1
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
2221.2
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
2214.4
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
2194.3
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
2156.3
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
2144.6
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
2105.8
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
2097.7
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
2084.5
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
2075.8
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
2070.6
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
2055.9
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
2049.2
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
2048.1
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
2034.5
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
2013.5
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
1993.9
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
1984.7
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
1983.7
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
1914.7
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
1857.8
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
1851.3
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
1836.7
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
1830.5
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1829.9
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1807.6
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
1802.9
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
1798.7
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
1791.1
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
1787.4
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
1735.1
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
1730.4
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
1723.5
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
1715.4
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
1689.9
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
1667.8
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
1659.2
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
1657.6
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
1646.8
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
1641.3
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
1630.8
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
1629.0
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
1622.2
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
1616.9
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
1607.1
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
1587.8
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
1576.0
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
1563.8
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
1561.4
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
1550.8
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1532.4
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
1515.3
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
1509.5
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
1505.2
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
1500.2
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
1497.8
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
1495.6
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
1490.6
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
1482.2
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
1480.4
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
1473.7
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
1462.5
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
1437.1
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
1398.7
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
1396.9
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
1396.7
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
1390.3
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
1388.4
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
1375.7
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
1367.7
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
1348.8
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
1322.3
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
1315.4
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
1311.9
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
1304.5
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
1299.7
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
1290.2
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1261.9
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
1258.1
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
1250.0
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
1248.5
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
1229.4
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
1218.8
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
1216.9
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
1201.8
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
1190.0
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
1185.4
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
1173.0
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
1162.1
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
1148.7
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
1146.3
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
1134.4
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
1131.4
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
1128.0
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
1116.9
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
1115.3
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
1101.8
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
1094.3
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
1088.3
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
1083.9
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
1075.5
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
1072.0
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
1065.7
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
1059.3
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
1055.3
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1049.5
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
1048.6
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
1047.9
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
1046.6
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
1043.4
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
1042.0
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
1041.8
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
1038.5
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
1037.1
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
1025.1
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
1023.8
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
1018.8
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
1016.6
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
1012.2
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
999.7
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
993.3
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
993.0
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
988.7
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
980.1
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
975.2
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
956.0
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
952.5
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
951.6
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
948.2
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
934.4
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
929.1
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
928.9
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
905.3
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
896.9
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
896.9
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
895.5
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
877.8
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
866.6
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
858.4
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
828.0
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
813.1
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
762.2
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
745.8
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
742.0
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
738.3
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
724.9
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
724.2
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
706.5
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
685.9
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
683.9
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
677.3
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
675.4
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
667.9
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
666.4
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
660.4
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
642.3
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
637.0
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
635.6
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
634.0
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
631.8
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
620.8
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
613.9
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
607.1
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
593.3
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
586.7
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
575.8
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
572.6
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
562.7
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
558.4
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
555.0
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
553.3
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
552.0
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
550.7
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
548.1
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
542.6
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
541.5
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
541.3
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
536.7
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
535.5
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
524.9
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
523.8
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
516.7
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
514.1
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
505.1
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
498.7
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
494.1
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
493.4
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
492.8
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
492.1
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
480.3
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
477.6
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
475.6
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
472.6
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
459.1
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
457.8
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
452.8
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
445.5
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
438.7
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
437.0
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
431.7
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
426.4
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
425.5
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
405.6
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
403.3
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
401.0
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
399.5
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
395.7
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
395.7
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
395.0
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
393.4
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
390.2
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
386.9
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
374.5
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
370.4
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
370.2
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
368.1
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
367.6
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
361.8
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
352.7
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
346.3
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
343.4
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
340.0
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
339.4
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
333.2
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
333.0
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
325.3
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
325.3
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
317.5
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
311.7
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
307.7
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
302.3
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
295.8
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
287.3
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
285.7
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
283.9
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
280.0
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
271.2
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
270.5
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
269.5
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
266.4
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
258.8
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
253.9
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
248.8
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
246.7
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
239.7
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
236.5
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
236.4
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
232.5
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
224.8
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
217.8
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
214.1
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
213.5
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
210.8
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
207.7
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
200.9
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
200.3
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
193.1
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
191.2
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
187.9
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
182.4
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
181.7
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
180.5
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
180.5
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
159.1
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
158.0
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
153.8
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
152.8
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
152.4
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
151.7
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
150.5
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
148.4
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
146.5
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
144.8
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
144.2
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
141.8
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
141.5
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
140.9
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
139.8
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
139.3
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
139.2
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
134.5
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
134.2
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
131.5
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
123.9
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
122.1
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
121.8
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
120.8
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
117.3
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
116.6
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
114.7
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
113.7
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
113.6
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
111.6
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
103.6
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
100.8
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
99.3
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
95.9
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
88.7
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
88.4
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
86.9
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
78.8
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
75.1
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
70.8
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
69.8
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
68.9
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
68.5
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
64.1
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
64.0
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
62.8
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
62.7
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
60.2
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
60.2
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
59.6
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
55.5
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
55.1
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
54.4
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
53.7
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
52.4
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
50.9
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
50.7
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
50.6
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
48.9
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
48.4
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
42.0
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
41.8
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
36.9
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
36.4
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
34.9
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
32.8
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
26.6
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
23.8
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
20.4
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
18.5
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
17.2
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
16.4
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
15.0
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
13.6
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
12.3
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
8.8
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
8.4
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
4.9
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
4.8
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
4.7
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
4.5
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
3.3
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
2.4
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGHA1 is not prognostic in Lung Squamous Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1252.6
Number of samples
68
Samples
Sample
Description
TPM
L661
0 years, male, stage:Stage IA, dead, 1123 days
5530.4
L864
0 years, female, stage:Stage IA, alive, 2192 days
3757.2
L758
0 years, male, stage:Stage IA, dead, 1562 days
3296.6
L753
0 years, male, stage:Stage IIA, alive, 1705 days
3273.1
L723
0 years, male, stage:Stage IIA, dead, 433 days
3236.6
L856
0 years, male, stage:Stage IA, dead, 1465 days
3178.8
L767
0 years, male, stage:Stage IA, alive, 1718 days
3126.7
L712
0 years, male, stage:Stage IA, alive, 1698 days
2979.8
L604
0 years, male, stage:Stage IIA, dead, 286 days
2907.1
L563
0 years, female, stage:Stage IIB, dead, 1216 days
2637.7
L886
0 years, male, stage:Stage IB, dead, 1932 days
2566.9
L650
0 years, female, stage:Stage IB, dead, 986 days
2300.6
L644
0 years, male, stage:Stage IA, dead, 282 days
2192.8
L496
0 years, male, stage:Stage IB, alive, 2761 days
2098.5
L852
0 years, male, stage:Stage IB, dead, 700 days
2083.4
L719
0 years, male, stage:Stage IB, alive, 1615 days
2063.2
L760
0 years, male, stage:Stage IIA, alive, 1895 days
2007.1
L820
0 years, female, stage:Stage IA, alive, 2405 days
1982.7
L756
0 years, male, stage:Stage IB, alive, 1796 days
1822.9
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
1583.0
L857
0 years, male, stage:Stage IB, dead, 226 days
1535.1
L464
0 years, male, stage:Stage IB, dead, 1935 days
1506.2
L824
0 years, male, stage:Stage IA, dead, 665 days
1414.8
L534
0 years, male, stage:Stage IIA, alive, 2693 days
1255.3
L744
0 years, male, stage:Stage IA, alive, 1614 days
1187.1
L490
0 years, male, stage:Stage IA, dead, 716 days
1040.5
L788
0 years, female, stage:Stage IA, alive, 3385 days
1033.6
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1015.6
L406
0 years, male, stage:Stage IA, alive, 3057 days
954.1
L655
0 years, male, stage:Stage IIA, dead, 1603 days
921.6
L858
0 years, female, stage:Stage IIB, dead, 558 days
908.2
L539
0 years, male, stage:Stage IB, dead, 370 days
862.5
L442
0 years, female, stage:Stage IB, dead, 2433 days
860.4
L456
0 years, male, stage:Stage IIA, dead, 1660 days
856.8
L755
0 years, male, stage:Stage IIA, dead, 227 days
856.7
L470
0 years, female, stage:Stage IB, dead, 1774 days
841.2
L468
0 years, male, stage:Stage IB, alive, 3004 days
837.8
L444
0 years, female, stage:Stage IIB, alive, 3337 days
776.0
L658
0 years, female, stage:Stage IIB, alive, 2083 days
745.8
L884
0 years, male, stage:Stage IIA, alive, 1627 days
727.8
L747
0 years, female, stage:Stage IA, dead, 1112 days
713.7
L633
0 years, female, stage:Stage IA, alive, 2102 days
705.0
L466
0 years, female, stage:Stage IIIA, dead, 412 days
700.7
L860
0 years, male, stage:Stage IA, alive, 2056 days
699.9
L572
0 years, male, stage:Stage IA, alive, 2532 days
639.5
L592
0 years, male, stage:Stage IB, alive, 2368 days
598.0
L483
0 years, male, stage:Stage IB, dead, 77 days
542.1
L420
0 years, female, stage:Stage IIB, dead, 295 days
530.3
L457
0 years, female, stage:Stage IIA, alive, 2901 days
483.7
L472
0 years, male, stage:Stage IB, dead, 423 days
461.2
L652
0 years, male, stage:Stage IA, dead, 5 days
455.0
L715
0 years, female, stage:Stage IIIA, dead, 150 days
451.8
L685
0 years, female, stage:Stage IIB, alive, 1944 days
368.7
L586
0 years, male, stage:Stage IIA, dead, 784 days
365.9
L568
0 years, female, stage:Stage IIB, dead, 71 days
361.5
L736
0 years, male, stage:Stage IA, dead, 1195 days
343.7
L818
0 years, male, stage:Stage IB, alive, 2480 days
318.2
L529
0 years, female, stage:Stage IA, alive, 2775 days
287.1
L459
0 years, male, stage:Stage IIA, alive, 3181 days
254.8
L739
0 years, female, stage:Stage IIIA, dead, 352 days
202.2
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
199.3
L488
0 years, female, stage:Stage IIA, alive, 2993 days
176.6
L447
0 years, male, stage:Stage IIB, alive, 3203 days
168.5
L854
0 years, female, stage:Stage IB, alive, 2256 days
147.6
L642
0 years, male, stage:Stage IB, dead, 1167 days
126.1
L559
0 years, male, stage:Stage IIB, alive, 2615 days
96.1
L881
0 years, male, stage:Stage IB, alive, 1752 days
14.5
L608
0 years, male, stage:Stage IA, alive, 2350 days
7.5
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0000920017
Tumor
N/A
CPT0000930003
Normal
N/A
CPT0001060010
Tumor
N/A
CPT0001070003
Normal
N/A
CPT0001380003
Tumor
N/A
CPT0001390003
Normal
N/A
CPT0001580009
Tumor
N/A
CPT0001590003
Normal
N/A
CPT0001660013
Tumor
N/A
CPT0001690003
Normal
N/A
CPT0001800013
Tumor
N/A
CPT0001810003
Normal
N/A
CPT0001960003
Tumor
N/A
CPT0001970003
Normal
N/A
CPT0008410003
Tumor
N/A
CPT0008420003
Normal
N/A
CPT0008450003
Tumor
N/A
CPT0011710004
Tumor
N/A
CPT0011750003
Normal
N/A
CPT0011910004
Tumor
N/A
CPT0011930003
Normal
N/A
CPT0013600003
Tumor
N/A
CPT0013630003
Normal
N/A
CPT0013880003
Tumor
N/A
CPT0013910003
Normal
N/A
CPT0014260003
Tumor
N/A
CPT0014290003
Normal
N/A
CPT0014860003
Tumor
N/A
CPT0014930003
Normal
N/A
CPT0015410003
Tumor
N/A
CPT0015420003
Normal
N/A
CPT0021450003
Tumor
N/A
CPT0021490003
Normal
N/A
CPT0023310003
Tumor
N/A
CPT0023320003
Normal
N/A
CPT0051690004
Tumor
N/A
CPT0052170004
Tumor
N/A
CPT0052940004
Tumor
N/A
CPT0053040004
Tumor
N/A
CPT0055100004
Tumor
N/A
CPT0062810003
Normal
N/A
CPT0063730003
Tumor
N/A
CPT0063750003
Normal
N/A
CPT0063810003
Tumor
N/A
CPT0063840003
Normal
N/A
CPT0066780003
Tumor
N/A
CPT0066810003
Normal
N/A
CPT0066890003
Tumor
N/A
CPT0066930003
Normal
N/A
CPT0067070003
Tumor
N/A
CPT0067110003
Normal
N/A
CPT0067250003
Tumor
N/A
CPT0067290003
Normal
N/A
CPT0067450003
Tumor
N/A
CPT0067470004
Normal
N/A
CPT0067620003
Tumor
N/A
CPT0067770003
Normal
N/A
CPT0067940003
Tumor
N/A
CPT0067950003
Normal
N/A
CPT0068100003
Tumor
N/A
CPT0068130003
Normal
N/A
CPT0068610003
Tumor
N/A
CPT0068650003
Normal
N/A
CPT0068800003
Tumor
N/A
CPT0068830003
Normal
N/A
CPT0069360003
Tumor
N/A
CPT0069370003
Normal
N/A
CPT0069520003
Tumor
N/A
CPT0069550003
Normal
N/A
CPT0069700003
Tumor
N/A
CPT0069720003
Normal
N/A
CPT0070060003
Tumor
N/A
CPT0070080003
Normal
N/A
CPT0079830003
Tumor
N/A
CPT0079850003
Normal
N/A
CPT0082740004
Tumor
N/A
CPT0082770003
Normal
N/A
CPT0082850004
Tumor
N/A
CPT0082890003
Normal
N/A
CPT0083100003
Tumor
N/A
CPT0083140003
Normal
N/A
CPT0083390004
Tumor
N/A
CPT0083420003
Normal
N/A
CPT0083780003
Tumor
N/A
CPT0083810003
Normal
N/A
CPT0084140003
Tumor
N/A
CPT0084170003
Normal
N/A
CPT0086310003
Tumor
N/A
CPT0086320003
Normal
N/A
CPT0086750003
Tumor
N/A
CPT0086770003
Normal
N/A
CPT0089340003
Tumor
N/A
CPT0089360003
Normal
N/A
CPT0090170004
Tumor
N/A
CPT0090200003
Normal
N/A
CPT0090340003
Tumor
N/A
CPT0090370003
Normal
N/A
CPT0090570004
Tumor
N/A
CPT0090600003
Normal
N/A
CPT0090700003
Tumor
N/A
CPT0090720003
Normal
N/A
CPT0090860003
Tumor
N/A
CPT0090900004
Normal
N/A
CPT0091240003
Tumor
N/A
CPT0091260003
Normal
N/A
CPT0091860003
Tumor
N/A
CPT0091870003
Normal
N/A
CPT0092240003
Tumor
N/A
CPT0092250003
Normal
N/A
CPT0092530003
Tumor
N/A
CPT0092930003
Tumor
N/A
CPT0092940003
Normal
N/A
CPT0097580003
Tumor
N/A
CPT0097600003
Normal
N/A
CPT0098130003
Tumor
N/A
CPT0102450003
Tumor
N/A
CPT0102480003
Normal
N/A
CPT0104630003
Tumor
N/A
CPT0104650003
Normal
N/A
CPT0104750003
Tumor
N/A
CPT0104760003
Normal
N/A
CPT0104970003
Tumor
N/A
CPT0105010004
Normal
N/A
CPT0105060003
Tumor
N/A
CPT0105190003
Normal
N/A
CPT0105230003
Tumor
N/A
CPT0105250003
Normal
N/A
CPT0105270003
Tumor
N/A
CPT0105330003
Tumor
N/A
CPT0105370004
Normal
N/A
CPT0105510003
Tumor
N/A
CPT0105550003
Normal
N/A
CPT0105600003
Tumor
N/A
CPT0105610003
Normal
N/A
CPT0105630003
Tumor
N/A
CPT0105680003
Normal
N/A
CPT0105710003
Tumor
N/A
CPT0105740003
Normal
N/A
CPT0105940003
Tumor
N/A
CPT0105980003
Normal
N/A
CPT0106100003
Normal
N/A
CPT0106110003
Tumor
N/A
CPT0109680004
Tumor
N/A
CPT0109700003
Normal
N/A
CPT0109710003
Normal
N/A
CPT0109720004
Tumor
N/A
CPT0109740004
Tumor
N/A
CPT0109760003
Normal
N/A
CPT0109830004
Tumor
N/A
CPT0109850003
Normal
N/A
CPT0110860004
Tumor
N/A
CPT0110890003
Normal
N/A
CPT0110980004
Tumor
N/A
CPT0111300003
Tumor
N/A
CPT0111480003
Normal
N/A
CPT0111590003
Normal
N/A
CPT0112060003
Tumor
N/A
CPT0112080003
Normal
N/A
CPT0113210003
Tumor
N/A
CPT0113220003
Normal
N/A
CPT0113990003
Tumor
N/A
CPT0114010003
Normal
N/A
CPT0114660004
Tumor
N/A
CPT0114690003
Normal
N/A
CPT0114840003
Tumor
N/A
CPT0114880003
Normal
N/A
CPT0115070003
Tumor
N/A
CPT0115090003
Normal
N/A
CPT0117970003
Tumor
N/A
CPT0118010003
Normal
N/A
CPT0118160003
Tumor
N/A
CPT0118180003
Normal
N/A
CPT0118200003
Tumor
N/A
CPT0118240003
Normal
N/A
CPT0118340003
Tumor
N/A
CPT0118360003
Normal
N/A
CPT0118570003
Tumor
N/A
CPT0118600003
Normal
N/A
CPT0118620003
Tumor
N/A
CPT0118650003
Normal
N/A
CPT0118810003
Tumor
N/A
CPT0118830003
Normal
N/A
CPT0118880003
Tumor
N/A
CPT0118890003
Normal
N/A
CPT0125810003
Tumor
N/A
CPT0125830003
Normal
N/A
CPT0146580004
Tumor
N/A
CPT0146600003
Normal
N/A
CPT0146680004
Tumor
N/A
CPT0146700003
Normal
N/A
CPT0146780004
Tumor
N/A
CPT0146800003
Normal
N/A
CPT0146880004
Tumor
N/A
CPT0146980004
Tumor
N/A
CPT0147000003
Normal
N/A
CPT0147080004
Tumor
N/A
CPT0147100003
Normal
N/A
CPT0147380004
Tumor
N/A
CPT0147400003
Normal
N/A
CPT0147480004
Tumor
N/A
CPT0147500003
Normal
N/A
CPT0147580004
Tumor
N/A
CPT0147600003
Normal
N/A
CPT0147880004
Tumor
N/A
CPT0147900003
Normal
N/A
CPT0147980004
Tumor
N/A
CPT0148000003
Normal
N/A
CPT0148080004
Tumor
N/A
CPT0148100003
Normal
N/A
CPT0148180004
Tumor
N/A
CPT0148200003
Normal
N/A
CPT0148280004
Tumor
N/A
CPT0148300003
Normal
N/A
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LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0191860003
Tumor
2.6
CPT0238110004
Tumor
2.2
CPT0245780003
Tumor
2.0
CPT0245890003
Normal
1.5
CPT0130030003
Tumor
1.3
CPT0202400004
Normal
1.3
CPT0191930003
Normal
1.3
CPT0117720003
Tumor
1.3
CPT0204600003
Tumor
1.2
CPT0175560003
Tumor
1.2
CPT0208770003
Tumor
1.2
CPT0221220003
Normal
1.2
CPT0204990003
Tumor
1.1
CPT0237060004
Tumor
1.1
CPT0175270003
Normal
1.1
CPT0197210003
Tumor
1.1
CPT0197150003
Tumor
1.1
CPT0091050003
Tumor
1.1
CPT0010050003
Tumor
1.1
CPT0245830003
Tumor
1.0
CPT0023470003
Tumor
1.0
CPT0068280003
Tumor
0.9
CPT0091820003
Tumor
0.8
CPT0064050003
Normal
0.8
CPT0209490003
Tumor
0.8
CPT0079050003
Tumor
0.8
CPT0098800003
Normal
0.7
CPT0197090003
Tumor
0.7
CPT0175410003
Normal
0.6
CPT0227400003
Tumor
0.6
CPT0130440004
Normal
0.6
CPT0204820003
Normal
0.6
CPT0104930003
Tumor
0.6
CPT0104360003
Tumor
0.6
CPT0115860003
Normal
0.5
CPT0205000003
Normal
0.5
CPT0083980003
Tumor
0.5
CPT0202220004
Normal
0.4
CPT0232670003
Tumor
0.4
CPT0225380003
Tumor
0.4
CPT0130310003
Normal
0.4
CPT0104380003
Normal
0.4
CPT0223820003
Normal
0.4
CPT0007760003
Normal
0.3
CPT0112600003
Normal
0.3
CPT0221660003
Normal
0.3
CPT0233120003
Tumor
0.3
CPT0023500003
Normal
0.3
CPT0197740003
Tumor
0.3
CPT0234580003
Normal
0.3
CPT0221200003
Tumor
0.3
CPT0108560003
Tumor
0.3
CPT0241210003
Normal
0.3
CPT0202740003
Normal
0.3
CPT0237710003
Normal
0.3
CPT0063480003
Tumor
0.3
CPT0115830003
Tumor
0.2
CPT0233160003
Normal
0.2
CPT0196810003
Tumor
0.2
CPT0105430003
Normal
0.2
CPT0063430003
Tumor
0.2
CPT0186180003
Tumor
0.2
CPT0146400003
Normal
0.2
CPT0063500003
Normal
0.1
CPT0126390003
Tumor
0.1
CPT0136660003
Normal
0.1
CPT0218280003
Tumor
0.1
CPT0197860003
Normal
0.1
CPT0202720003
Tumor
0.1
CPT0202020008
Tumor
0.1
CPT0191750003
Normal
0.1
CPT0233330003
Normal
0.0
CPT0108600003
Normal
0.0
CPT0245840003
Normal
0.0
CPT0236430003
Normal
0.0
CPT0245880003
Tumor
0.0
CPT0237760003
Tumor
0.0
CPT0197380003
Normal
0.0
CPT0091090003
Normal
0.0
CPT0195520003
Normal
0.0
CPT0227420003
Normal
0.0
CPT0245790003
Normal
-0.1
CPT0234820003
Normal
-0.1
CPT0069900003
Normal
-0.1
CPT0126830003
Normal
-0.1
CPT0183250004
Tumor
-0.1
CPT0195510003
Tumor
-0.1
CPT0126400003
Normal
-0.1
CPT0112660003
Normal
-0.1
CPT0204660003
Normal
-0.1
CPT0089880003
Tumor
-0.2
CPT0225470003
Normal
-0.2
CPT0086260003
Tumor
-0.2
CPT0111000004
Normal
-0.2
CPT0202580004
Normal
-0.2
CPT0202170003
Tumor
-0.2
CPT0233640003
Normal
-0.2
CPT0086270003
Normal
-0.2
CPT0197100003
Normal
-0.2
CPT0146380004
Tumor
-0.2
CPT0186210003
Normal
-0.2
CPT0192590004
Normal
-0.3
CPT0232690003
Normal
-0.3
CPT0104950003
Normal
-0.3
CPT0105420003
Tumor
-0.3
CPT0197170003
Normal
-0.3
CPT0217490003
Normal
-0.3
CPT0218310003
Normal
-0.3
CPT0146480004
Tumor
-0.3
CPT0146500003
Normal
-0.3
CPT0126450003
Tumor
-0.3
CPT0123370003
Normal
-0.3
CPT0175260003
Tumor
-0.3
CPT0202350004
Tumor
-0.3
CPT0126740003
Tumor
-0.3
CPT0238130003
Normal
-0.3
CPT0001030003
Normal
-0.4
CPT0079100003
Tumor
-0.4
CPT0126670003
Tumor
-0.4
CPT0001020003
Tumor
-0.4
CPT0063440003
Normal
-0.4
CPT0186130003
Tumor
-0.4
CPT0204800003
Tumor
-0.4
CPT0175160003
Normal
-0.4
CPT0007740003
Tumor
-0.4
CPT0126760003
Normal
-0.4
CPT0083990003
Normal
-0.5
CPT0126810003
Tumor
-0.5
CPT0136640003
Tumor
-0.5
CPT0175390003
Tumor
-0.5
CPT0112580003
Tumor
-0.5
CPT0183270003
Normal
-0.6
CPT0010060003
Normal
-0.6
CPT0202040003
Normal
-0.6
CPT0186140003
Normal
-0.6
CPT0221650003
Tumor
-0.6
CPT0227070003
Normal
-0.6
CPT0175120003
Tumor
-0.6
CPT0237570003
Normal
-0.6
CPT0126470003
Normal
-0.6
CPT0130270003
Tumor
-0.6
CPT0222730003
Tumor
-0.6
CPT0237410004
Tumor
-0.6
CPT0233320003
Tumor
-0.7
CPT0117770003
Normal
-0.7
CPT0102790003
Tumor
-0.7
CPT0068320003
Normal
-0.7
CPT0233600003
Tumor
-0.7
CPT0236420003
Tumor
-0.7
CPT0102840003
Normal
-0.7
CPT0147200003
Normal
-0.7
CPT0237690004
Tumor
-0.8
CPT0237990003
Normal
-0.8
CPT0241170003
Tumor
-0.8
CPT0197520003
Normal
-0.8
CPT0223790003
Tumor
-0.9
CPT0237550004
Tumor
-0.9
CPT0202530004
Tumor
-0.9
CPT0111150004
Tumor
-0.9
CPT0234790003
Tumor
-0.9
CPT0147700003
Normal
-0.9
CPT0208780003
Normal
-0.9
CPT0237780003
Normal
-0.9
CPT0130070003
Normal
-1.0
CPT0191710003
Tumor
-1.0
CPT0222740003
Normal
-1.0
CPT0079060003
Normal
-1.1
CPT0234930004
Tumor
-1.1
CPT0209040003
Normal
-1.1
CPT0087210003
Normal
-1.1
CPT0207250003
Normal
-1.1
CPT0219390003
Normal
-1.1
CPT0112720003
Tumor
-1.1
CPT0237970004
Tumor
-1.1
CPT0237430003
Normal
-1.1
CPT0147680004
Tumor
-1.1
CPT0234560003
Tumor
-1.2
CPT0090440003
Tumor
-1.2
CPT0098770003
Tumor
-1.2
CPT0079110003
Normal
-1.3
CPT0187380003
Normal
-1.3
CPT0227020003
Tumor
-1.3
CPT0237210003
Normal
-1.4
CPT0217420003
Tumor
-1.4
CPT0187370003
Tumor
-1.4
CPT0234950004
Normal
-1.4
CPT0196820003
Normal
-1.5
CPT0128900003
Normal
-1.5
CPT0190550003
Tumor
-1.6
CPT0064040003
Tumor
-1.6
CPT0112650003
Tumor
-1.6
CPT0112730003
Normal
-1.6
CPT0123350003
Tumor
-1.7
CPT0237200004
Tumor
-1.7
CPT0219360003
Tumor
-1.7
CPT0237080003
Normal
-1.8
CPT0069890003
Tumor
-1.8
CPT0091610003
Tumor
-1.9
CPT0128890003
Tumor
-1.9
CPT0209020004
Tumor
-1.9
CPT0209510003
Normal
-2.0
CPT0087190003
Tumor
-2.0
CPT0207210003
Tumor
-2.0
CPT0130410003
Tumor
-2.1
CPT0112550003
Normal
-2.1
CPT0112540003
Tumor
-2.2
CPT0126530003
Tumor
-2.2
CPT0101130003
Tumor
-2.3
CPT0197480003
Tumor
-2.3
CPT0147180004
Tumor
-2.5
CPT0091620003
Normal
-2.5
CPT0192540004
Tumor
-2.9
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LUNG CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.