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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.
RPS20 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
2689.2
Number of samples
497
Samples
Sample
Description
TPM
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
8809.4
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
8172.4
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
7859.9
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
7439.1
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
7074.8
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
7051.8
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
6731.4
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
6612.0
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
6591.1
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
6228.6
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
6108.8
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
5735.5
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
5678.4
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
5580.2
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
5469.4
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
5452.9
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
5353.2
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
5327.8
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
5319.3
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
5266.4
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
5251.3
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
5239.1
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
5117.3
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
4916.1
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
4706.3
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
4681.3
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
4578.8
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
4566.1
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
4509.8
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
4445.7
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
4437.1
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
4427.9
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
4398.4
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
4394.9
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
4380.9
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
4367.3
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
4365.7
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
4349.5
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
4277.2
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
4246.3
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
4233.1
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
4149.2
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
4145.5
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
4124.6
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
4123.0
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
4121.5
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
4119.1
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
4101.5
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
4084.3
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
4062.3
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
4047.5
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
4033.6
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
4019.7
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
3999.0
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
3984.1
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
3954.0
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
3949.1
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
3941.8
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
3895.4
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
3884.5
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
3872.2
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
3799.9
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
3787.6
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
3770.3
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
3760.7
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
3755.3
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
3721.5
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
3721.1
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
3716.6
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
3685.8
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
3679.5
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
3657.0
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
3650.9
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
3625.6
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
3619.1
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
3616.3
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
3602.2
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
3596.1
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
3589.8
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
3587.6
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
3575.4
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
3573.3
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
3527.4
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
3525.2
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
3523.0
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
3508.9
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
3504.5
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
3500.7
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
3489.8
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
3480.3
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
3478.6
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
3471.9
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
3471.3
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
3461.1
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
3461.0
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
3460.5
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
3457.6
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
3452.9
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
3433.0
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
3431.8
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
3415.4
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
3408.1
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
3384.5
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
3380.2
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
3376.5
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
3371.0
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
3366.8
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
3363.6
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
3361.3
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
3357.2
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
3355.2
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
3348.3
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
3317.3
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
3295.9
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
3272.7
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
3241.2
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
3231.4
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
3229.0
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
3223.6
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
3220.8
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
3210.4
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
3203.5
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
3190.5
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
3189.6
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
3188.1
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
3182.3
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
3167.3
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
3160.8
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
3157.3
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
3155.5
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
3152.8
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
3141.6
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
3137.6
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
3130.0
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
3125.9
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
3123.0
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
3120.2
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
3107.1
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
3095.8
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
3094.7
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
3089.5
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
3087.7
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
3086.7
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
3072.2
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
3064.5
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
3048.6
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
3047.9
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
3047.8
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
3036.3
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
3031.1
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
3017.6
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
3010.8
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
3010.4
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
3006.6
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
3003.0
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
3001.7
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
3000.0
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
2997.0
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
2983.9
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
2983.2
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
2975.0
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
2947.1
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
2937.0
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
2934.0
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
2907.4
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
2892.6
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
2876.9
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
2871.0
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
2866.9
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
2863.9
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
2862.4
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
2850.1
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
2844.2
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
2844.1
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
2841.8
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
2840.3
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
2831.9
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
2831.3
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
2831.2
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
2829.3
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
2823.7
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
2823.0
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
2821.7
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
2819.4
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
2790.4
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
2790.4
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
2787.1
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
2783.4
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
2782.7
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
2767.3
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
2765.9
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
2757.3
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
2753.4
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
2752.5
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
2750.0
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
2743.8
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
2739.5
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
2728.1
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
2727.9
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
2724.3
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
2718.9
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
2712.9
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
2712.5
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
2704.6
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
2704.4
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
2699.6
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
2698.9
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
2698.9
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
2694.0
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
2691.3
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
2682.9
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
2675.8
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
2675.6
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
2670.2
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
2669.4
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
2669.2
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
2659.8
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
2652.8
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
2633.7
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
2620.3
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
2618.0
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
2610.4
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
2605.6
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
2604.8
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
2602.3
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
2601.6
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
2596.7
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
2596.7
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
2587.4
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
2585.4
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
2584.2
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
2573.1
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
2563.2
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
2558.0
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
2554.9
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
2549.5
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
2533.8
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
2533.1
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
2526.3
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
2517.6
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
2512.1
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
2503.7
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
2498.0
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
2497.5
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
2497.4
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
2489.0
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
2488.5
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
2481.0
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
2472.0
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
2468.9
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
2461.5
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
2452.5
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
2449.7
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
2445.4
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
2443.4
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
2441.5
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
2437.2
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
2436.1
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
2434.5
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
2432.0
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
2427.7
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
2426.2
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
2424.3
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
2423.5
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
2412.1
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
2410.4
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
2399.1
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
2396.2
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
2395.9
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
2391.8
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
2391.0
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
2389.5
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
2380.6
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
2378.2
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
2355.5
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
2346.4
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
2346.2
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
2341.0
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
2334.5
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
2333.8
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
2330.1
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
2328.9
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
2325.2
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
2318.6
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
2315.1
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
2314.8
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
2314.3
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
2313.0
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
2306.2
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
2305.4
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
2303.9
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
2302.6
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
2296.6
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
2290.0
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
2288.5
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
2279.5
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
2276.2
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
2264.4
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
2253.6
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
2252.9
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
2243.5
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
2227.9
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
2225.7
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
2222.7
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
2220.4
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
2215.9
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
2208.6
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
2207.8
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
2207.5
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
2193.1
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
2192.7
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
2187.4
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
2179.4
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
2173.9
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
2170.6
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
2168.2
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
2168.2
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
2167.6
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
2160.8
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
2159.2
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
2150.8
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
2146.3
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
2142.6
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
2139.0
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
2129.5
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
2129.0
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
2122.9
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
2112.9
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
2110.4
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
2109.0
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
2106.3
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
2098.2
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
2096.3
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
2088.7
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
2085.7
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
2079.8
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
2075.9
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
2074.3
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
2071.4
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
2068.2
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
2061.3
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
2058.7
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
2042.5
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
2042.2
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
2028.1
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
2023.9
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
2020.1
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
2017.3
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
2016.3
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
2014.3
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
2002.0
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
2001.2
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
1994.2
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
1992.8
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
1988.9
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
1988.1
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
1985.4
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1982.6
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
1973.0
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
1971.4
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
1965.9
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
1963.0
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
1956.6
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
1955.5
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
1949.3
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
1938.2
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
1933.6
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
1932.4
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
1923.6
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
1922.1
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
1917.5
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
1912.0
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
1910.2
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
1908.5
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
1901.9
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
1897.8
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
1894.9
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
1889.2
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
1886.3
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
1886.2
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1882.4
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
1877.8
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
1872.1
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
1871.8
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
1870.1
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
1862.3
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
1839.7
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
1835.9
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
1834.1
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
1828.3
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
1816.6
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
1813.0
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
1810.7
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
1805.7
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
1791.5
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
1782.3
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
1773.3
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
1769.1
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
1764.7
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
1764.6
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
1761.3
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
1759.2
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
1758.0
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
1754.4
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
1748.5
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
1731.5
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
1728.5
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
1727.5
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
1719.8
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
1704.6
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
1699.7
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
1680.7
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
1668.5
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
1652.6
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
1648.8
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
1647.4
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
1646.5
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
1639.4
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
1638.8
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
1636.9
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
1628.1
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
1624.4
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
1614.1
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
1613.6
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
1613.4
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
1611.2
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
1605.4
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
1604.8
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
1599.8
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
1589.4
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
1588.3
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
1582.2
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
1581.0
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
1573.0
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
1563.0
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
1550.0
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
1546.7
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
1543.7
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
1541.6
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
1533.6
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
1525.5
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
1520.3
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
1506.9
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
1506.4
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
1505.5
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
1496.0
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
1490.8
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
1488.6
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
1479.6
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
1478.3
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
1466.1
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
1466.0
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
1460.6
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
1456.6
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
1449.8
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
1449.4
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
1448.5
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
1442.8
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
1431.8
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
1424.0
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
1419.6
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
1419.4
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
1399.9
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
1384.0
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
1383.7
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
1375.6
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
1374.9
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
1372.7
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
1370.7
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
1369.6
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
1338.4
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
1329.9
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
1320.2
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
1313.1
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
1309.3
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
1302.8
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
1299.4
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
1295.4
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
1291.9
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
1282.5
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
1249.9
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
1198.5
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
1197.8
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
1192.7
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
1186.1
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
1184.9
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
1089.8
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
1087.3
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
1086.6
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
1050.1
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
1000.4
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
999.5
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
974.6
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
934.3
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
922.5
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
877.2
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 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.
RPS20 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
2074.8
Number of samples
105
Samples
Sample
Description
TPM
L531
0 years, male, stage:Stage IB, dead, 928 days
4447.5
L827
0 years, male, stage:Stage IIB, dead, 1105 days
4362.7
L616
0 years, male, stage:Stage IA, dead, 410 days
4313.8
L782
0 years, female, stage:Stage IIB, alive, 3371 days
3949.4
L851
0 years, male, stage:Stage IB, dead, 1315 days
3929.3
L683
0 years, female, stage:Stage IIA, dead, 612 days
3495.6
L557
0 years, female, stage:Stage IB, alive, 2580 days
3409.6
L603
0 years, female, stage:Stage IB, dead, 972 days
3365.3
L842
0 years, female, stage:Stage IB, alive, 2005 days
3284.8
L638
0 years, male, stage:Stage IA, alive, 2076 days
3145.4
L439
0 years, male, stage:Stage IIB, dead, 2773 days
3003.9
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
2981.2
L832
0 years, female, stage:Stage IA, alive, 2145 days
2890.0
L877
0 years, female, stage:Stage IA, alive, 1599 days
2875.1
L746
0 years, female, stage:Stage IIIA, dead, 594 days
2840.8
L810
0 years, female, stage:Stage IIIA, dead, 625 days
2796.7
L662
0 years, male, stage:Stage IA, dead, 865 days
2751.5
L791
0 years, female, stage:Stage IIIA, dead, 368 days
2745.1
L551
0 years, male, stage:Stage IA, alive, 2924 days
2729.6
L620
0 years, female, stage:Stage IIIA, dead, 338 days
2569.7
L703
0 years, male, stage:Stage IIA, dead, 1137 days
2534.6
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
2532.4
L530
0 years, female, stage:Stage IIA, dead, 308 days
2499.0
L773
0 years, female, stage:Stage IV, dead, 311 days
2476.1
L682
0 years, female, stage:Stage IIB, dead, 840 days
2408.6
L473
0 years, female, stage:Stage IA, alive, 3021 days
2398.6
L695
0 years, female, stage:Stage IB, dead, 1762 days
2350.0
L484
0 years, female, stage:Stage IA, alive, 2895 days
2344.9
L532
0 years, female, stage:Stage IA, dead, 301 days
2336.8
L879
0 years, male, stage:Stage IV, dead, 873 days
2287.8
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
2274.9
L545
0 years, female, stage:Stage IA, alive, 2874 days
2264.1
L569
0 years, female, stage:Stage IA, alive, 2531 days
2233.7
L400
0 years, male, stage:Stage IIA, dead, 1233 days
2218.2
L766
0 years, male, stage:Stage IB, alive, 1793 days
2180.7
L871
0 years, male, stage:Stage IB, dead, 873 days
2157.9
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
2143.4
L656
0 years, male, stage:Stage IA, alive, 2227 days
2140.3
L673
0 years, female, stage:Stage IA, dead, 568 days
2134.6
L749
0 years, female, stage:Stage IIIA, dead, 189 days
2126.0
L688
0 years, male, stage:Stage IIIA, dead, 789 days
2125.7
L885
0 years, female, stage:Stage IA, alive, 1618 days
2124.0
L875
0 years, female, stage:Stage IA, alive, 1675 days
2123.9
L462
0 years, male, stage:Stage IIIA, dead, 568 days
2101.2
L829
0 years, male, stage:Stage IA, alive, 2173 days
2096.8
L546
0 years, male, stage:Stage IA, dead, 973 days
2079.1
L561
0 years, female, stage:Stage IA, alive, 2543 days
2044.2
L630
0 years, female, stage:Stage IA, dead, 1733 days
2033.4
L605
0 years, female, stage:Stage IA, alive, 2460 days
1962.0
L710
0 years, female, stage:Stage IIA, alive, 1775 days
1944.1
L606
0 years, male, stage:Stage IA, alive, 2336 days
1934.6
L446
0 years, female, stage:Stage IIB, dead, 415 days
1917.9
L731
0 years, female, stage:Stage IA, dead, 964 days
1913.3
L607
0 years, male, stage:Stage IB, alive, 2572 days
1910.5
L602
0 years, female, stage:Stage IA, alive, 2277 days
1909.7
L617
0 years, male, stage:Stage IIIA, dead, 238 days
1875.3
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
1863.2
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
1860.4
L678
0 years, female, stage:Stage IB, dead, 1114 days
1857.2
L565
0 years, female, stage:Stage IB, dead, 543 days
1846.1
L802
0 years, female, stage:Stage IA, dead, 773 days
1841.7
L887
0 years, male, stage:Stage IA, dead, 374 days
1830.9
L816
0 years, female, stage:Stage IIA, dead, 353 days
1817.7
L689
0 years, male, stage:Stage IA, alive, 1943 days
1807.3
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
1789.8
L566
0 years, male, stage:Stage IB, alive, 2489 days
1771.8
L865
0 years, female, stage:Stage IIB, alive, 1927 days
1763.6
L838
0 years, female, stage:Stage IA, dead, 1005 days
1761.4
L867
0 years, female, stage:Stage IIIA, dead, 317 days
1755.8
L850
0 years, male, stage:Stage IIIA, dead, 997 days
1734.7
L543
0 years, male, stage:Stage IA, alive, 2711 days
1699.2
L493
0 years, female, stage:Stage IIB, alive, 2945 days
1665.4
L613
0 years, male, stage:Stage IIIA, dead, 19 days
1649.9
L593
0 years, male, stage:Stage IA, dead, 2436 days
1649.4
L828
0 years, female, stage:Stage IIB, alive, 2222 days
1621.8
L826
0 years, female, stage:Stage IV, dead, 935 days
1614.2
L874
0 years, female, stage:Stage IIIA, alive, 1733 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.
RPS20 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
2606.8
Number of samples
489
Samples
Sample
Description
TPM
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
10950.2
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
7473.4
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
7011.1
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
6628.3
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
6492.4
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
6348.1
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
6296.8
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
6037.3
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
5853.0
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
5841.8
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
5812.5
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
5708.9
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
5634.2
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
5424.7
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
5247.2
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
4830.2
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
4755.9
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
4710.4
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
4692.6
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
4629.5
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
4607.2
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
4565.5
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
4549.7
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
4515.8
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
4506.8
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
4500.7
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
4473.1
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
4467.2
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
4382.8
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
4382.5
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
4360.2
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
4356.3
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
4355.8
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
4290.6
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
4286.9
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
4222.3
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
4221.9
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
4209.5
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
4161.4
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
4107.3
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
4104.0
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
4053.8
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
4018.3
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
3992.3
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
3971.7
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
3969.5
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
3911.5
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
3903.8
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
3890.3
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
3887.9
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
3870.5
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
3866.3
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
3836.2
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
3794.3
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
3775.8
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
3764.0
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
3757.5
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
3731.3
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
3708.1
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
3699.3
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
3694.4
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
3685.1
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3671.4
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
3666.0
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
3665.5
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
3659.4
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
3656.9
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
3654.8
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
3652.8
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
3626.7
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
3610.0
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
3587.9
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
3545.4
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
3543.6
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
3515.7
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
3513.7
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
3511.8
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
3509.3
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
3492.1
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
3462.8
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
3454.9
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
3448.1
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
3444.3
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
3442.9
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
3401.5
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
3399.2
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
3396.6
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
3394.4
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
3375.4
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
3373.4
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
3373.4
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
3360.6
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
3340.6
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
3335.2
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
3335.0
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
3328.6
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
3323.2
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
3318.8
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
3310.0
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
3306.5
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
3303.4
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
3294.8
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
3289.4
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
3287.5
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
3284.7
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
3271.1
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
3254.7
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
3249.3
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
3239.2
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
3201.7
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
3189.5
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
3183.9
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
3172.7
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
3167.5
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
3151.4
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
3140.7
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
3136.3
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
3121.7
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
3101.0
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
3091.0
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
3086.3
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
3083.0
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
3082.8
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
3081.7
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
3064.9
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
3061.9
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
3060.8
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
3060.3
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
3056.2
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
3053.9
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
3039.9
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
3035.8
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
3030.3
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
3026.3
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
3023.4
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
3020.6
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
3004.2
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
3000.0
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
2995.0
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
2983.3
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
2978.0
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
2955.4
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
2948.5
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
2937.9
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
2917.8
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
2917.6
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
2899.4
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
2894.5
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
2886.3
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
2884.6
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
2880.8
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
2876.9
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
2866.5
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
2847.5
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
2845.0
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
2837.7
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
2828.8
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
2817.2
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
2813.4
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
2807.5
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
2803.5
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
2798.9
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
2797.8
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
2797.4
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
2795.2
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
2788.6
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
2781.1
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
2766.1
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
2765.5
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
2764.2
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
2763.5
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
2752.4
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
2745.7
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
2738.8
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
2726.0
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
2720.0
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
2710.2
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
2708.2
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
2707.0
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
2706.6
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
2705.1
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
2704.2
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
2698.4
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
2695.9
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
2694.8
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
2689.0
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
2683.7
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
2679.6
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
2678.5
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
2677.7
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
2675.8
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
2670.7
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
2670.2
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
2668.4
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
2638.3
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
2632.5
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
2625.3
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
2616.2
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
2591.6
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
2572.1
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
2569.7
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
2567.2
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
2561.9
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
2560.4
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
2551.0
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
2545.3
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
2541.1
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
2533.8
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
2532.0
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
2519.3
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
2518.6
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
2516.2
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
2516.1
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
2513.2
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
2511.1
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
2508.1
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
2491.0
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
2486.5
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
2483.7
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
2483.6
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
2483.0
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
2479.4
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
2476.7
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
2475.9
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
2474.2
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
2465.4
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
2456.6
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
2454.7
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
2450.8
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
2446.2
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
2445.6
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
2437.8
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
2437.1
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
2431.6
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
2422.1
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
2419.6
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
2418.3
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
2413.3
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
2412.6
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
2407.6
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
2403.0
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
2401.6
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
2398.5
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
2396.4
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
2396.2
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
2393.6
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
2387.4
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
2384.2
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
2380.8
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
2378.8
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
2377.7
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
2374.8
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
2372.0
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
2371.8
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
2368.0
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
2366.2
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
2354.7
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
2351.4
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
2347.9
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
2332.8
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
2330.5
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
2329.6
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
2327.0
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
2321.1
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
2312.9
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
2304.3
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
2300.0
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
2299.5
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
2297.3
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
2291.5
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
2291.4
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
2283.3
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
2281.2
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
2279.3
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
2273.6
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
2272.5
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
2260.5
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
2258.4
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
2251.2
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
2247.3
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
2241.0
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
2232.0
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
2227.5
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
2219.1
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
2219.1
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
2218.8
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
2218.3
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
2200.3
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
2199.7
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
2199.1
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
2192.5
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
2191.2
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
2179.6
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
2178.4
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
2176.8
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
2176.7
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
2174.7
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
2172.9
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
2167.2
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
2165.7
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
2164.3
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
2162.1
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
2156.2
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
2153.0
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
2152.4
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
2143.9
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
2136.9
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
2136.1
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
2132.0
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
2128.4
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
2117.1
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
2116.3
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
2112.4
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
2110.9
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
2108.6
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
2107.6
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
2101.5
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
2097.9
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
2096.0
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
2095.2
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
2094.0
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
2087.5
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
2079.7
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
2079.5
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
2077.2
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
2072.3
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
2070.8
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
2065.1
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
2064.2
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
2056.8
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
2051.3
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
2049.4
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
2044.0
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
2040.6
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
2038.3
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
2036.4
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
2029.8
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
2025.3
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
2022.4
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
2020.8
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
2007.5
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
2005.8
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
1976.5
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
1970.1
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
1969.5
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
1963.9
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
1963.3
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
1958.0
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
1957.6
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
1956.3
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
1954.2
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
1952.2
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
1948.4
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
1937.2
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
1932.9
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
1929.7
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
1923.1
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
1917.6
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
1913.2
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
1910.2
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
1900.9
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
1896.9
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
1891.7
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
1889.3
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
1886.5
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
1885.6
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
1874.3
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
1866.7
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
1866.3
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
1864.6
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
1857.5
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
1854.2
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
1852.0
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
1847.9
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1836.6
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
1835.5
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
1830.6
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
1823.6
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
1822.7
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
1822.6
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
1819.1
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
1818.4
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
1817.9
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
1816.2
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
1815.7
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
1815.0
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
1812.6
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
1799.1
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
1788.2
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
1784.8
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
1773.0
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
1769.6
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
1768.6
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
1766.9
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1757.2
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
1749.8
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
1747.2
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
1730.7
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
1703.5
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
1701.4
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
1700.3
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
1698.5
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
1694.9
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1690.7
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
1681.7
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
1679.7
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
1679.6
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
1679.3
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
1673.4
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
1668.2
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
1665.3
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
1664.4
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
1662.0
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
1660.5
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
1655.2
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
1651.5
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
1646.7
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
1641.5
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
1640.3
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
1627.4
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
1621.1
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1618.4
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
1613.1
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
1609.4
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
1603.3
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
1584.4
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
1583.7
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
1578.7
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
1570.6
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
1566.4
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
1537.6
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
1530.2
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
1523.9
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
1519.0
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
1513.0
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
1511.5
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
1508.1
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
1486.8
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
1483.0
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
1482.7
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
1478.2
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
1475.1
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
1465.8
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
1446.5
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
1444.2
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
1442.4
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
1419.6
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
1413.7
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
1410.1
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
1398.7
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
1390.7
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
1387.3
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
1383.3
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
1369.4
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
1368.8
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
1364.6
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
1361.5
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
1356.6
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
1354.9
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
1340.6
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
1328.7
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
1320.5
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
1314.6
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
1312.6
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
1301.2
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
1300.8
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
1292.0
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
1283.6
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
1270.5
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
1270.5
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
1260.9
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
1259.6
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
1254.6
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
1251.7
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
1234.8
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
1174.0
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
1171.4
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
1170.7
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
1160.1
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
1122.0
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
1118.9
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
1111.8
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
1103.2
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
1053.5
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
1028.1
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
1008.4
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
968.8
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
952.8
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 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.
RPS20 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
1939.4
Number of samples
68
Samples
Sample
Description
TPM
L857
0 years, male, stage:Stage IB, dead, 226 days
7492.4
L496
0 years, male, stage:Stage IB, alive, 2761 days
4749.7
L818
0 years, male, stage:Stage IB, alive, 2480 days
3683.9
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
3487.9
L459
0 years, male, stage:Stage IIA, alive, 3181 days
2905.8
L466
0 years, female, stage:Stage IIIA, dead, 412 days
2904.9
L650
0 years, female, stage:Stage IB, dead, 986 days
2738.0
L457
0 years, female, stage:Stage IIA, alive, 2901 days
2699.4
L685
0 years, female, stage:Stage IIB, alive, 1944 days
2576.7
L420
0 years, female, stage:Stage IIB, dead, 295 days
2524.1
L739
0 years, female, stage:Stage IIIA, dead, 352 days
2519.2
L559
0 years, male, stage:Stage IIB, alive, 2615 days
2494.2
L490
0 years, male, stage:Stage IA, dead, 716 days
2470.8
L483
0 years, male, stage:Stage IB, dead, 77 days
2281.7
L744
0 years, male, stage:Stage IA, alive, 1614 days
2127.0
L881
0 years, male, stage:Stage IB, alive, 1752 days
2111.0
L464
0 years, male, stage:Stage IB, dead, 1935 days
2102.1
L736
0 years, male, stage:Stage IA, dead, 1195 days
2076.1
L642
0 years, male, stage:Stage IB, dead, 1167 days
2069.1
L854
0 years, female, stage:Stage IB, alive, 2256 days
1999.8
L747
0 years, female, stage:Stage IA, dead, 1112 days
1986.5
L586
0 years, male, stage:Stage IIA, dead, 784 days
1986.1
L534
0 years, male, stage:Stage IIA, alive, 2693 days
1952.7
L633
0 years, female, stage:Stage IA, alive, 2102 days
1911.5
L644
0 years, male, stage:Stage IA, dead, 282 days
1904.6
L723
0 years, male, stage:Stage IIA, dead, 433 days
1883.7
L661
0 years, male, stage:Stage IA, dead, 1123 days
1844.3
L539
0 years, male, stage:Stage IB, dead, 370 days
1822.6
L488
0 years, female, stage:Stage IIA, alive, 2993 days
1814.4
L767
0 years, male, stage:Stage IA, alive, 1718 days
1804.2
L655
0 years, male, stage:Stage IIA, dead, 1603 days
1766.8
L472
0 years, male, stage:Stage IB, dead, 423 days
1753.6
L820
0 years, female, stage:Stage IA, alive, 2405 days
1751.5
L592
0 years, male, stage:Stage IB, alive, 2368 days
1747.1
L753
0 years, male, stage:Stage IIA, alive, 1705 days
1733.4
L858
0 years, female, stage:Stage IIB, dead, 558 days
1728.6
L563
0 years, female, stage:Stage IIB, dead, 1216 days
1725.3
L406
0 years, male, stage:Stage IA, alive, 3057 days
1716.7
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1689.8
L886
0 years, male, stage:Stage IB, dead, 1932 days
1651.6
L529
0 years, female, stage:Stage IA, alive, 2775 days
1631.7
L442
0 years, female, stage:Stage IB, dead, 2433 days
1622.5
L658
0 years, female, stage:Stage IIB, alive, 2083 days
1610.7
L604
0 years, male, stage:Stage IIA, dead, 286 days
1544.2
L852
0 years, male, stage:Stage IB, dead, 700 days
1537.9
L824
0 years, male, stage:Stage IA, dead, 665 days
1523.1
L568
0 years, female, stage:Stage IIB, dead, 71 days
1511.1
L856
0 years, male, stage:Stage IA, dead, 1465 days
1509.3
L864
0 years, female, stage:Stage IA, alive, 2192 days
1501.9
L755
0 years, male, stage:Stage IIA, dead, 227 days
1489.4
L719
0 years, male, stage:Stage IB, alive, 1615 days
1482.0
L468
0 years, male, stage:Stage IB, alive, 3004 days
1478.6
L715
0 years, female, stage:Stage IIIA, dead, 150 days
1473.7
L608
0 years, male, stage:Stage IA, alive, 2350 days
1469.5
L447
0 years, male, stage:Stage IIB, alive, 3203 days
1456.4
L470
0 years, female, stage:Stage IB, dead, 1774 days
1408.6
L444
0 years, female, stage:Stage IIB, alive, 3337 days
1387.8
L652
0 years, male, stage:Stage IA, dead, 5 days
1384.8
L860
0 years, male, stage:Stage IA, alive, 2056 days
1312.2
L756
0 years, male, stage:Stage IB, alive, 1796 days
1270.3
L758
0 years, male, stage:Stage IA, dead, 1562 days
1226.1
L712
0 years, male, stage:Stage IA, alive, 1698 days
1160.1
L788
0 years, female, stage:Stage IA, alive, 3385 days
1063.5
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
1000.4
L572
0 years, male, stage:Stage IA, alive, 2532 days
975.9
L456
0 years, male, stage:Stage IIA, dead, 1660 days
965.1
L760
0 years, male, stage:Stage IIA, alive, 1895 days
912.9
L884
0 years, male, stage:Stage IIA, alive, 1627 days
786.1
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0068610003
Tumor
0.6
CPT0067450003
Tumor
0.6
CPT0147080004
Tumor
0.6
CPT0082850004
Tumor
0.6
CPT0098130003
Tumor
0.5
CPT0091860003
Tumor
0.5
CPT0147880004
Tumor
0.5
CPT0001660013
Tumor
0.5
CPT0063810003
Tumor
0.5
CPT0114660004
Tumor
0.4
CPT0092530003
Tumor
0.4
CPT0000920017
Tumor
0.4
CPT0021450003
Tumor
0.4
CPT0147980004
Tumor
0.4
CPT0110980004
Tumor
0.4
CPT0090340003
Tumor
0.4
CPT0092240003
Tumor
0.4
CPT0118620003
Tumor
0.4
CPT0109740004
Tumor
0.4
CPT0086750003
Tumor
0.3
CPT0083780003
Tumor
0.3
CPT0070060003
Tumor
0.3
CPT0105230003
Tumor
0.3
CPT0079830003
Tumor
0.3
CPT0118890003
Normal
0.3
CPT0001800013
Tumor
0.3
CPT0105630003
Tumor
0.3
CPT0066780003
Tumor
0.3
CPT0067070003
Tumor
0.3
CPT0118810003
Tumor
0.3
CPT0105060003
Tumor
0.3
CPT0001960003
Tumor
0.3
CPT0068800003
Tumor
0.3
CPT0008410003
Tumor
0.2
CPT0089340003
Tumor
0.2
CPT0082740004
Tumor
0.2
CPT0090170004
Tumor
0.2
CPT0113990003
Tumor
0.2
CPT0147580004
Tumor
0.2
CPT0113210003
Tumor
0.2
CPT0115070003
Tumor
0.2
CPT0008450003
Tumor
0.2
CPT0052940004
Tumor
0.2
CPT0090860003
Tumor
0.2
CPT0083100003
Tumor
0.2
CPT0146980004
Tumor
0.2
CPT0052170004
Tumor
0.2
CPT0090570004
Tumor
0.2
CPT0068130003
Normal
0.2
CPT0105270003
Tumor
0.2
CPT0106110003
Tumor
0.2
CPT0086310003
Tumor
0.2
CPT0023310003
Tumor
0.2
CPT0084140003
Tumor
0.2
CPT0105600003
Tumor
0.2
CPT0011910004
Tumor
0.2
CPT0069700003
Tumor
0.2
CPT0062810003
Normal
0.2
CPT0109720004
Tumor
0.2
CPT0104650003
Normal
0.2
CPT0105710003
Tumor
0.2
CPT0083390004
Tumor
0.2
CPT0118200003
Tumor
0.2
CPT0092930003
Tumor
0.2
CPT0118340003
Tumor
0.2
CPT0109680004
Tumor
0.2
CPT0069520003
Tumor
0.2
CPT0102450003
Tumor
0.1
CPT0112060003
Tumor
0.1
CPT0097580003
Tumor
0.1
CPT0051690004
Tumor
0.1
CPT0069360003
Tumor
0.1
CPT0086770003
Normal
0.1
CPT0105940003
Tumor
0.1
CPT0105010004
Normal
0.1
CPT0104970003
Tumor
0.1
CPT0014260003
Tumor
0.1
CPT0014930003
Normal
0.1
CPT0067250003
Tumor
0.1
CPT0147480004
Tumor
0.1
CPT0148180004
Tumor
0.1
CPT0106100003
Normal
0.1
CPT0053040004
Tumor
0.1
CPT0105510003
Tumor
0.1
CPT0105330003
Tumor
0.1
CPT0117970003
Tumor
0.1
CPT0011750003
Normal
0.1
CPT0014860003
Tumor
0.1
CPT0104750003
Tumor
0.1
CPT0011710004
Tumor
0.1
CPT0090700003
Tumor
0.1
CPT0013880003
Tumor
0.1
CPT0066890003
Tumor
0.1
CPT0063750003
Normal
0.1
CPT0146680004
Tumor
0.1
CPT0111300003
Tumor
0.1
CPT0147380004
Tumor
0.1
CPT0146800003
Normal
0.0
CPT0013600003
Tumor
0.0
CPT0067940003
Tumor
0.0
CPT0067620003
Tumor
0.0
CPT0147100003
Normal
0.0
CPT0090900004
Normal
0.0
CPT0021490003
Normal
0.0
CPT0090720003
Normal
0.0
CPT0001590003
Normal
0.0
CPT0092250003
Normal
0.0
CPT0109700003
Normal
0.0
CPT0146700003
Normal
0.0
CPT0001070003
Normal
0.0
CPT0055100004
Tumor
0.0
CPT0109830004
Tumor
0.0
CPT0083420003
Normal
0.0
CPT0104630003
Tumor
0.0
CPT0147900003
Normal
0.0
CPT0001380003
Tumor
0.0
CPT0082890003
Normal
0.0
CPT0147500003
Normal
0.0
CPT0023320003
Normal
0.0
CPT0001390003
Normal
0.0
CPT0118600003
Normal
0.0
CPT0090600003
Normal
0.0
CPT0109850003
Normal
0.0
CPT0118880003
Tumor
0.0
CPT0118830003
Normal
0.0
CPT0125810003
Tumor
0.0
CPT0097600003
Normal
0.0
CPT0105370004
Normal
0.0
CPT0063730003
Tumor
0.0
CPT0015410003
Tumor
-0.1
CPT0105190003
Normal
-0.1
CPT0001580009
Tumor
-0.1
CPT0090200003
Normal
-0.1
CPT0001060010
Tumor
-0.1
CPT0118570003
Tumor
-0.1
CPT0001810003
Normal
-0.1
CPT0001970003
Normal
-0.1
CPT0014290003
Normal
-0.1
CPT0146780004
Tumor
-0.1
CPT0011930003
Normal
-0.1
CPT0109710003
Normal
-0.1
CPT0146880004
Tumor
-0.1
CPT0069370003
Normal
-0.1
CPT0066810003
Normal
-0.1
CPT0082770003
Normal
-0.1
CPT0083810003
Normal
-0.1
CPT0105680003
Normal
-0.1
CPT0069550003
Normal
-0.1
CPT0114690003
Normal
-0.1
CPT0091240003
Tumor
-0.1
CPT0067290003
Normal
-0.1
CPT0118160003
Tumor
-0.2
CPT0147400003
Normal
-0.2
CPT0091870003
Normal
-0.2
CPT0067950003
Normal
-0.2
CPT0118180003
Normal
-0.2
CPT0083140003
Normal
-0.2
CPT0105250003
Normal
-0.2
CPT0084170003
Normal
-0.2
CPT0091260003
Normal
-0.2
CPT0148000003
Normal
-0.2
CPT0113220003
Normal
-0.2
CPT0092940003
Normal
-0.2
CPT0148300003
Normal
-0.2
CPT0090370003
Normal
-0.2
CPT0105610003
Normal
-0.2
CPT0013910003
Normal
-0.2
CPT0102480003
Normal
-0.2
CPT0013630003
Normal
-0.2
CPT0114840003
Tumor
-0.2
CPT0110860004
Tumor
-0.2
CPT0114010003
Normal
-0.2
CPT0104760003
Normal
-0.2
CPT0118360003
Normal
-0.2
CPT0110890003
Normal
-0.2
CPT0069720003
Normal
-0.2
CPT0148280004
Tumor
-0.2
CPT0015420003
Normal
-0.2
CPT0001690003
Normal
-0.2
CPT0068830003
Normal
-0.2
CPT0105740003
Normal
-0.2
CPT0109760003
Normal
-0.3
CPT0067470004
Normal
-0.3
CPT0118650003
Normal
-0.3
CPT0105980003
Normal
-0.3
CPT0118010003
Normal
-0.3
CPT0148100003
Normal
-0.3
CPT0118240003
Normal
-0.3
CPT0148200003
Normal
-0.3
CPT0063840003
Normal
-0.3
CPT0000930003
Normal
-0.3
CPT0067770003
Normal
-0.3
CPT0086320003
Normal
-0.3
CPT0111480003
Normal
-0.3
CPT0147000003
Normal
-0.3
CPT0067110003
Normal
-0.3
CPT0008420003
Normal
-0.3
CPT0068100003
Tumor
-0.3
CPT0089360003
Normal
-0.4
CPT0111590003
Normal
-0.4
CPT0105550003
Normal
-0.4
CPT0068650003
Normal
-0.4
CPT0115090003
Normal
-0.4
CPT0112080003
Normal
-0.4
CPT0147600003
Normal
-0.4
CPT0146600003
Normal
-0.4
CPT0114880003
Normal
-0.4
CPT0070080003
Normal
-0.4
CPT0066930003
Normal
-0.5
CPT0079850003
Normal
-0.5
CPT0125830003
Normal
-0.5
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
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LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0238110004
Tumor
0.5
CPT0234560003
Tumor
0.5
CPT0197480003
Tumor
0.5
CPT0237690004
Tumor
0.5
CPT0234790003
Tumor
0.4
CPT0192540004
Tumor
0.4
CPT0197090003
Tumor
0.4
CPT0147680004
Tumor
0.4
CPT0146380004
Tumor
0.4
CPT0208770003
Tumor
0.4
CPT0197740003
Tumor
0.4
CPT0209490003
Tumor
0.4
CPT0227400003
Tumor
0.4
CPT0223820003
Normal
0.3
CPT0087190003
Tumor
0.3
CPT0126810003
Tumor
0.3
CPT0104360003
Tumor
0.3
CPT0126390003
Tumor
0.3
CPT0217420003
Tumor
0.3
CPT0010050003
Tumor
0.3
CPT0079050003
Tumor
0.3
CPT0237060004
Tumor
0.3
CPT0186130003
Tumor
0.3
CPT0146480004
Tumor
0.3
CPT0204990003
Tumor
0.3
CPT0236420003
Tumor
0.3
CPT0232670003
Tumor
0.3
CPT0195510003
Tumor
0.3
CPT0126830003
Normal
0.3
CPT0130270003
Tumor
0.3
CPT0227020003
Tumor
0.3
CPT0117720003
Tumor
0.3
CPT0175260003
Tumor
0.3
CPT0079100003
Tumor
0.3
CPT0234930004
Tumor
0.3
CPT0112540003
Tumor
0.3
CPT0068280003
Tumor
0.3
CPT0219390003
Normal
0.3
CPT0130030003
Tumor
0.3
CPT0136640003
Tumor
0.3
CPT0086260003
Tumor
0.2
CPT0091050003
Tumor
0.2
CPT0191860003
Tumor
0.2
CPT0218280003
Tumor
0.2
CPT0112580003
Tumor
0.2
CPT0209020004
Tumor
0.2
CPT0197210003
Tumor
0.2
CPT0202530004
Tumor
0.2
CPT0115830003
Tumor
0.2
CPT0233600003
Tumor
0.2
CPT0147180004
Tumor
0.2
CPT0237410004
Tumor
0.2
CPT0221200003
Tumor
0.2
CPT0196810003
Tumor
0.2
CPT0091610003
Tumor
0.2
CPT0221650003
Tumor
0.2
CPT0183250004
Tumor
0.2
CPT0225380003
Tumor
0.2
CPT0237760003
Tumor
0.2
CPT0191930003
Normal
0.2
CPT0233120003
Tumor
0.2
CPT0102790003
Tumor
0.2
CPT0227420003
Normal
0.2
CPT0236430003
Normal
0.2
CPT0108560003
Tumor
0.2
CPT0237200004
Tumor
0.1
CPT0204600003
Tumor
0.1
CPT0237970004
Tumor
0.1
CPT0126450003
Tumor
0.1
CPT0218310003
Normal
0.1
CPT0111150004
Tumor
0.1
CPT0209510003
Normal
0.1
CPT0104930003
Tumor
0.1
CPT0202220004
Normal
0.1
CPT0219360003
Tumor
0.1
CPT0098800003
Normal
0.1
CPT0130410003
Tumor
0.1
CPT0128890003
Tumor
0.1
CPT0083980003
Tumor
0.1
CPT0126670003
Tumor
0.1
CPT0190550003
Tumor
0.1
CPT0130440004
Normal
0.1
CPT0197150003
Tumor
0.1
CPT0245830003
Tumor
0.1
CPT0126740003
Tumor
0.1
CPT0237710003
Normal
0.1
CPT0175390003
Tumor
0.1
CPT0187370003
Tumor
0.1
CPT0204800003
Tumor
0.1
CPT0063430003
Tumor
0.1
CPT0063480003
Tumor
0.1
CPT0202720003
Tumor
0.1
CPT0238130003
Normal
0.1
CPT0089880003
Tumor
0.1
CPT0186180003
Tumor
0.1
CPT0202020008
Tumor
0.1
CPT0233640003
Normal
0.1
CPT0126530003
Tumor
0.1
CPT0221660003
Normal
0.0
CPT0191710003
Tumor
0.0
CPT0237550004
Tumor
0.0
CPT0186210003
Normal
0.0
CPT0007740003
Tumor
0.0
CPT0245880003
Tumor
0.0
CPT0105420003
Tumor
0.0
CPT0234580003
Normal
0.0
CPT0207210003
Tumor
0.0
CPT0241170003
Tumor
0.0
CPT0197860003
Normal
0.0
CPT0197380003
Normal
0.0
CPT0023470003
Tumor
0.0
CPT0175160003
Normal
0.0
CPT0123350003
Tumor
0.0
CPT0195520003
Normal
0.0
CPT0175120003
Tumor
0.0
CPT0069890003
Tumor
0.0
CPT0098770003
Tumor
0.0
CPT0023500003
Normal
0.0
CPT0111000004
Normal
0.0
CPT0091620003
Normal
0.0
CPT0175560003
Tumor
0.0
CPT0126470003
Normal
0.0
CPT0112600003
Normal
0.0
CPT0222730003
Tumor
0.0
CPT0010060003
Normal
0.0
CPT0091820003
Tumor
0.0
CPT0221220003
Normal
0.0
CPT0117770003
Normal
0.0
CPT0223790003
Tumor
0.0
CPT0101130003
Tumor
0.0
CPT0196820003
Normal
0.0
CPT0112550003
Normal
0.0
CPT0205000003
Normal
0.0
CPT0064040003
Tumor
-0.1
CPT0207250003
Normal
-0.1
CPT0112720003
Tumor
-0.1
CPT0245840003
Normal
-0.1
CPT0233320003
Tumor
-0.1
CPT0001020003
Tumor
-0.1
CPT0079110003
Normal
-0.1
CPT0222740003
Normal
-0.1
CPT0175270003
Normal
-0.1
CPT0186140003
Normal
-0.1
CPT0208780003
Normal
-0.1
CPT0245890003
Normal
-0.1
CPT0217490003
Normal
-0.1
CPT0202350004
Tumor
-0.1
CPT0115860003
Normal
-0.1
CPT0126760003
Normal
-0.1
CPT0068320003
Normal
-0.1
CPT0147700003
Normal
-0.1
CPT0202170003
Tumor
-0.1
CPT0108600003
Normal
-0.1
CPT0209040003
Normal
-0.1
CPT0128900003
Normal
-0.1
CPT0112650003
Tumor
-0.1
CPT0237570003
Normal
-0.1
CPT0204660003
Normal
-0.1
CPT0237080003
Normal
-0.1
CPT0245780003
Tumor
-0.1
CPT0241210003
Normal
-0.1
CPT0079060003
Normal
-0.1
CPT0197520003
Normal
-0.1
CPT0063500003
Normal
-0.1
CPT0104950003
Normal
-0.1
CPT0091090003
Normal
-0.2
CPT0146500003
Normal
-0.2
CPT0191750003
Normal
-0.2
CPT0237210003
Normal
-0.2
CPT0192590004
Normal
-0.2
CPT0001030003
Normal
-0.2
CPT0063440003
Normal
-0.2
CPT0130070003
Normal
-0.2
CPT0234950004
Normal
-0.2
CPT0146400003
Normal
-0.2
CPT0112660003
Normal
-0.2
CPT0202400004
Normal
-0.2
CPT0234820003
Normal
-0.2
CPT0175410003
Normal
-0.2
CPT0237780003
Normal
-0.2
CPT0183270003
Normal
-0.2
CPT0123370003
Normal
-0.2
CPT0233160003
Normal
-0.2
CPT0105430003
Normal
-0.2
CPT0102840003
Normal
-0.2
CPT0090440003
Tumor
-0.2
CPT0187380003
Normal
-0.2
CPT0147200003
Normal
-0.2
CPT0126400003
Normal
-0.2
CPT0007760003
Normal
-0.2
CPT0202040003
Normal
-0.2
CPT0232690003
Normal
-0.2
CPT0197170003
Normal
-0.3
CPT0130310003
Normal
-0.3
CPT0104380003
Normal
-0.3
CPT0136660003
Normal
-0.3
CPT0225470003
Normal
-0.3
CPT0197100003
Normal
-0.3
CPT0112730003
Normal
-0.3
CPT0245790003
Normal
-0.3
CPT0227070003
Normal
-0.3
CPT0237990003
Normal
-0.3
CPT0202580004
Normal
-0.3
CPT0204820003
Normal
-0.3
CPT0086270003
Normal
-0.3
CPT0202740003
Normal
-0.3
CPT0083990003
Normal
-0.4
CPT0237430003
Normal
-0.4
CPT0233330003
Normal
-0.5
CPT0087210003
Normal
-0.6
CPT0069900003
Normal
-0.7
CPT0064050003
Normal
-0.8
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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.