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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.
RPS12 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
2315.0
Number of samples
497
Samples
Sample
Description
TPM
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
8404.0
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
7227.8
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
5647.2
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
5611.6
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
5550.7
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
5349.4
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
5064.9
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
4976.3
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
4873.8
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
4752.0
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
4743.3
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
4739.4
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
4695.0
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
4660.0
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
4650.5
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
4553.2
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
4521.2
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
4480.7
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
4446.4
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
4312.1
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
4262.0
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
4250.7
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
4191.9
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
4176.7
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
4037.7
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
4037.0
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
4005.6
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
3994.6
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
3894.6
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
3863.9
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
3790.2
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
3773.1
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
3766.8
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
3745.1
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
3730.0
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
3715.8
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
3704.1
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
3695.6
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
3647.9
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
3640.6
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
3638.0
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
3627.1
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
3614.4
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
3610.7
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
3609.8
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
3605.2
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
3593.9
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
3554.3
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
3542.9
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
3527.2
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
3520.1
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
3508.6
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
3502.0
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
3500.5
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
3490.0
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
3489.6
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
3487.6
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
3445.1
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
3434.2
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
3430.8
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
3409.3
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
3401.2
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
3401.0
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
3385.3
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
3384.0
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
3383.7
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
3330.6
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
3312.9
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
3305.3
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
3281.0
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
3279.1
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
3273.4
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
3255.8
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
3249.3
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
3240.3
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
3227.3
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
3221.6
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
3211.4
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
3166.1
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
3160.4
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
3157.5
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
3152.4
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
3144.5
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
3140.8
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
3134.5
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
3123.9
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
3119.4
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
3115.6
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
3109.5
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
3107.1
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
3087.6
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
3075.2
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
3064.8
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
3064.6
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
3056.0
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
3053.1
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
3052.9
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
3029.3
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
3018.9
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
3011.7
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
3007.9
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
3005.5
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
3000.3
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
2964.3
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
2963.3
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
2953.8
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
2947.2
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
2944.2
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
2920.5
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
2920.1
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
2905.2
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
2903.7
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
2898.1
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
2889.5
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
2875.7
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
2862.8
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
2857.3
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
2850.7
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
2827.0
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
2826.7
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
2821.6
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
2813.3
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
2811.5
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
2806.1
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
2799.9
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
2796.8
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
2795.4
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
2787.9
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
2779.9
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
2775.6
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
2773.4
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
2771.5
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
2767.5
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
2763.0
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
2759.3
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
2759.3
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
2730.9
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
2729.8
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
2713.5
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
2705.5
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
2680.3
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
2671.0
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
2658.9
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
2656.4
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
2654.5
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
2646.6
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
2646.5
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
2638.4
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
2634.4
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
2633.0
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
2631.8
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
2625.9
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
2621.9
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
2621.9
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
2608.0
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
2598.2
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
2598.0
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
2595.3
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
2594.1
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
2581.7
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
2567.8
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
2559.8
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
2551.1
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
2548.6
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
2533.4
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
2522.7
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
2516.3
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
2514.0
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
2512.1
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
2507.2
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
2505.8
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
2499.6
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
2495.4
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
2493.9
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
2491.7
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
2483.2
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
2479.3
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
2472.3
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
2470.9
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
2461.0
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
2457.0
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
2449.4
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
2446.9
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
2445.5
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
2441.9
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
2432.2
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
2426.7
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
2426.4
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
2424.2
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
2418.6
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
2417.2
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
2416.8
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
2414.1
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
2412.0
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
2397.4
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
2388.9
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
2386.1
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
2384.0
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
2383.9
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
2381.1
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
2370.7
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
2366.0
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
2364.9
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
2349.7
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
2342.0
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
2329.4
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
2327.7
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
2321.8
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
2319.5
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
2317.2
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
2315.9
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
2313.8
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
2312.4
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
2311.7
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
2307.6
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
2299.7
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
2296.1
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
2295.2
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
2279.6
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
2275.9
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
2274.6
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
2272.7
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
2264.3
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
2258.7
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
2258.3
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
2251.1
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
2233.1
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
2224.5
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
2222.1
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
2221.7
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
2216.3
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
2205.4
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
2194.7
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
2192.2
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
2181.0
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
2176.7
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
2173.6
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
2170.1
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
2154.6
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
2154.5
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
2152.5
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
2145.3
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
2142.8
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
2117.4
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
2116.0
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
2110.9
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
2107.2
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
2106.8
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
2100.3
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
2099.2
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
2097.0
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
2096.8
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
2092.7
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
2091.9
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
2085.7
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
2079.2
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
2069.8
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
2065.5
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
2063.7
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
2063.5
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
2058.7
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
2056.3
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
2051.9
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
2046.9
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
2042.5
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
2030.0
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
2029.0
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
2027.9
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
2026.8
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
2023.5
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
2016.1
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
2008.4
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
2005.1
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
2000.8
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
2000.7
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
1999.1
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
1997.8
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
1996.0
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
1988.7
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
1986.5
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
1986.2
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
1981.9
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
1980.6
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
1980.3
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
1975.0
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
1972.5
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
1969.7
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
1966.3
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
1953.4
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
1952.4
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
1948.6
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1945.9
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
1943.1
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
1928.0
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
1926.0
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
1919.5
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
1913.6
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
1902.7
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
1901.6
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
1901.1
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
1895.4
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
1893.3
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
1890.3
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
1885.8
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
1883.9
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
1876.7
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
1875.4
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
1875.4
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
1873.1
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
1867.2
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
1860.8
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
1859.8
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
1855.3
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
1849.7
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
1848.0
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
1846.3
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
1844.5
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
1844.5
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
1844.2
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
1843.7
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
1839.6
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
1835.2
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
1827.1
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
1812.3
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
1811.6
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
1811.1
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
1810.9
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
1810.9
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
1808.2
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
1801.4
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
1801.3
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
1774.7
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
1772.3
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
1769.7
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
1763.7
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
1763.0
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
1759.2
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
1759.0
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
1754.3
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
1750.0
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
1748.1
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
1747.6
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
1746.4
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
1744.6
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
1743.2
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
1739.7
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
1739.1
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
1732.2
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
1731.1
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1727.6
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
1712.8
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
1711.9
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
1708.6
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
1705.8
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
1702.2
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
1698.3
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
1693.4
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
1689.1
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
1687.8
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
1681.0
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
1680.1
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
1677.9
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
1676.1
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
1668.0
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
1665.9
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
1665.3
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
1654.8
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
1654.7
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
1650.9
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
1649.3
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
1643.0
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
1635.0
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
1634.8
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
1627.6
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
1626.5
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
1617.3
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
1615.6
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
1615.5
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
1608.1
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
1600.6
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
1599.9
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
1598.7
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
1598.2
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
1596.4
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1589.4
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
1581.0
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
1580.0
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
1577.3
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1577.2
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
1573.3
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
1567.9
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
1567.1
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
1562.5
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
1561.4
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
1559.9
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
1552.3
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
1545.4
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
1538.3
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
1535.1
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
1534.1
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
1529.7
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
1529.0
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
1528.9
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
1522.3
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
1517.1
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
1515.1
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
1507.5
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
1497.5
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
1483.3
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
1481.9
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
1471.8
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
1470.6
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
1470.2
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
1469.1
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
1468.5
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
1467.4
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
1465.1
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
1455.4
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
1438.4
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
1436.2
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
1427.5
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
1426.3
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
1417.8
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
1412.0
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
1410.3
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
1402.4
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
1396.5
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
1384.2
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
1382.7
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1378.2
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
1373.7
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
1371.9
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
1369.0
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
1367.2
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
1366.4
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
1365.6
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
1364.9
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
1364.6
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
1353.8
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
1343.2
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
1323.5
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
1322.2
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
1317.2
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
1315.3
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
1314.3
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
1312.5
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
1303.9
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
1298.6
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
1290.9
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
1290.7
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
1276.5
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
1276.4
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
1276.1
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
1275.9
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
1265.3
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
1259.2
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
1250.8
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
1243.0
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
1238.1
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
1237.6
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
1237.5
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
1237.3
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
1231.4
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
1225.9
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
1223.2
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
1219.5
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
1215.9
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
1215.0
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
1205.8
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
1197.3
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
1185.7
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
1184.5
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
1179.6
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
1175.6
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
1167.6
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
1162.7
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
1152.2
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
1148.8
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
1141.0
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
1127.7
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
1045.9
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
1032.6
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
1020.9
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
1008.1
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
1003.0
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
965.8
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
953.8
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
942.1
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
941.7
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
918.4
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
912.6
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
888.1
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
827.8
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
786.1
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
737.8
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
723.1
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 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.
RPS12 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
2125.3
Number of samples
105
Samples
Sample
Description
TPM
L851
0 years, male, stage:Stage IB, dead, 1315 days
6674.2
L683
0 years, female, stage:Stage IIA, dead, 612 days
4981.8
L662
0 years, male, stage:Stage IA, dead, 865 days
4205.5
L551
0 years, male, stage:Stage IA, alive, 2924 days
3933.3
L850
0 years, male, stage:Stage IIIA, dead, 997 days
3679.8
L561
0 years, female, stage:Stage IA, alive, 2543 days
3665.8
L638
0 years, male, stage:Stage IA, alive, 2076 days
3358.4
L603
0 years, female, stage:Stage IB, dead, 972 days
3336.2
L879
0 years, male, stage:Stage IV, dead, 873 days
3197.5
L829
0 years, male, stage:Stage IA, alive, 2173 days
3086.0
L782
0 years, female, stage:Stage IIB, alive, 3371 days
3064.0
L620
0 years, female, stage:Stage IIIA, dead, 338 days
3031.1
L530
0 years, female, stage:Stage IIA, dead, 308 days
2975.5
L439
0 years, male, stage:Stage IIB, dead, 2773 days
2863.8
L673
0 years, female, stage:Stage IA, dead, 568 days
2839.9
L731
0 years, female, stage:Stage IA, dead, 964 days
2730.5
L885
0 years, female, stage:Stage IA, alive, 1618 days
2719.3
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
2662.2
L877
0 years, female, stage:Stage IA, alive, 1599 days
2630.3
L867
0 years, female, stage:Stage IIIA, dead, 317 days
2628.9
L682
0 years, female, stage:Stage IIB, dead, 840 days
2612.5
L842
0 years, female, stage:Stage IB, alive, 2005 days
2585.5
L656
0 years, male, stage:Stage IA, alive, 2227 days
2557.8
L810
0 years, female, stage:Stage IIIA, dead, 625 days
2530.0
L605
0 years, female, stage:Stage IA, alive, 2460 days
2514.2
L473
0 years, female, stage:Stage IA, alive, 3021 days
2495.3
L791
0 years, female, stage:Stage IIIA, dead, 368 days
2490.7
L887
0 years, male, stage:Stage IA, dead, 374 days
2470.4
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
2464.6
L462
0 years, male, stage:Stage IIIA, dead, 568 days
2432.4
L484
0 years, female, stage:Stage IA, alive, 2895 days
2423.1
L613
0 years, male, stage:Stage IIIA, dead, 19 days
2398.5
L557
0 years, female, stage:Stage IB, alive, 2580 days
2370.1
L617
0 years, male, stage:Stage IIIA, dead, 238 days
2369.0
L602
0 years, female, stage:Stage IA, alive, 2277 days
2324.8
L689
0 years, male, stage:Stage IA, alive, 1943 days
2299.2
L871
0 years, male, stage:Stage IB, dead, 873 days
2238.9
L875
0 years, female, stage:Stage IA, alive, 1675 days
2196.3
L458
0 years, female, stage:Stage IA, dead, 223 days
2180.6
L865
0 years, female, stage:Stage IIB, alive, 1927 days
2171.9
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
2152.8
L773
0 years, female, stage:Stage IV, dead, 311 days
2135.6
L531
0 years, male, stage:Stage IB, dead, 928 days
2088.7
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
2078.0
L778
0 years, female, stage:Stage IA, alive, 1600 days
2074.2
L678
0 years, female, stage:Stage IB, dead, 1114 days
2069.7
L569
0 years, female, stage:Stage IA, alive, 2531 days
2069.4
L890
0 years, female, stage:Stage IIB, dead, 1264 days
2027.1
L688
0 years, male, stage:Stage IIIA, dead, 789 days
2020.4
L616
0 years, male, stage:Stage IA, dead, 410 days
2019.6
L585
0 years, female, stage:Stage IIA, dead, 402 days
2015.3
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
2000.3
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
1999.5
L607
0 years, male, stage:Stage IB, alive, 2572 days
1975.0
L566
0 years, male, stage:Stage IB, alive, 2489 days
1970.3
L710
0 years, female, stage:Stage IIA, alive, 1775 days
1950.3
L446
0 years, female, stage:Stage IIB, dead, 415 days
1912.1
L703
0 years, male, stage:Stage IIA, dead, 1137 days
1899.8
L816
0 years, female, stage:Stage IIA, dead, 353 days
1896.6
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
1892.7
L565
0 years, female, stage:Stage IB, dead, 543 days
1859.4
L808
0 years, female, stage:Stage IA, alive, 3001 days
1841.5
L832
0 years, female, stage:Stage IA, alive, 2145 days
1839.3
L695
0 years, female, stage:Stage IB, dead, 1762 days
1838.7
L493
0 years, female, stage:Stage IIB, alive, 2945 days
1823.7
L601
0 years, male, stage:Stage IB, dead, 2068 days
1801.6
L546
0 years, male, stage:Stage IA, dead, 973 days
1764.7
L728
0 years, male, stage:Stage IIB, dead, 1128 days
1751.6
L826
0 years, female, stage:Stage IV, dead, 935 days
1717.8
L545
0 years, female, stage:Stage IA, alive, 2874 days
1714.7
L872
0 years, female, stage:Stage IA, alive, 1793 days
1701.2
L593
0 years, male, stage:Stage IA, dead, 2436 days
1682.8
L663
0 years, female, stage:Stage IB, alive, 2018 days
1681.6
L873
0 years, female, stage:Stage IA, alive, 1740 days
1678.4
L606
0 years, male, stage:Stage IA, alive, 2336 days
1656.3
L738
0 years, female, stage:Stage IB, dead, 1314 days
1647.7
L828
0 years, female, stage:Stage IIB, alive, 2222 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.
RPS12 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
2907.4
Number of samples
489
Samples
Sample
Description
TPM
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
12451.6
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
9583.0
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
6921.8
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
6740.8
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
6692.0
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
6412.6
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
6282.2
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
6037.0
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
6032.9
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
6008.1
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
5783.8
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
5726.8
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
5705.4
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
5671.2
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
5605.6
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
5594.1
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
5565.1
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
5431.9
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
5404.6
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
5396.3
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
5372.4
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
5365.9
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
5345.2
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
5336.7
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
5330.2
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
5258.4
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
5257.2
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
5199.8
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
5199.8
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
5172.2
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
5135.8
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
4912.0
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
4861.6
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
4844.3
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
4771.8
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
4741.5
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
4727.9
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
4707.2
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
4688.4
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
4659.9
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
4646.7
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
4631.1
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
4607.7
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
4602.2
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
4595.7
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
4553.6
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
4549.8
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
4528.3
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
4519.5
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
4479.8
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
4453.1
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
4388.7
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
4368.1
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
4364.5
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
4359.7
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
4337.6
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
4285.3
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
4283.6
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
4266.6
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
4245.4
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
4243.0
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
4237.5
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
4233.7
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
4213.6
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
4203.7
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
4188.0
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
4152.3
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
4151.2
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
4133.8
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
4133.7
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
4128.6
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
4108.3
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
4091.2
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
4073.5
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
4055.3
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
4054.9
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
4043.8
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
4043.4
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
4031.1
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
4030.6
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
4012.0
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
3995.6
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
3995.0
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
3986.7
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
3968.2
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
3967.7
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
3964.1
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
3947.8
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
3944.6
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
3942.5
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
3936.6
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
3924.0
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
3913.5
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
3909.3
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
3909.0
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
3860.6
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
3829.6
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
3828.3
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
3782.8
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
3775.4
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
3742.9
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
3738.6
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
3731.9
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
3720.5
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
3717.4
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
3717.0
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
3710.2
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
3671.8
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
3668.5
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
3659.5
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
3655.9
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
3648.4
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
3612.2
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
3608.4
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
3590.2
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
3578.0
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
3550.7
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
3540.3
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
3514.9
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
3497.9
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
3491.5
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
3488.7
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
3488.3
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
3479.3
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
3477.3
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
3472.6
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
3469.8
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
3469.3
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
3444.2
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
3442.2
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
3422.3
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
3418.8
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
3415.5
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
3408.8
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
3398.9
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
3396.6
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
3382.3
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
3374.2
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
3370.5
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
3368.0
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
3363.2
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
3351.2
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
3350.7
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
3345.3
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
3338.1
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
3332.8
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
3326.8
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
3323.9
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
3313.1
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
3294.4
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
3292.7
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
3290.4
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
3267.4
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
3258.3
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
3255.1
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
3221.9
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
3217.3
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
3216.3
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
3209.0
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
3206.8
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
3196.6
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
3195.1
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
3185.5
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
3185.3
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
3170.2
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
3166.0
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
3163.6
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
3157.2
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
3156.3
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
3153.9
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
3142.5
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
3139.5
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
3135.6
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
3131.8
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
3128.7
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
3126.6
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
3122.8
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
3118.5
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
3113.8
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
3112.4
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
3106.8
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
3098.0
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
3094.3
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
3087.4
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
3078.3
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
3077.7
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
3075.1
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
3074.0
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
3068.6
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
3057.5
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
3039.4
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
3037.1
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
3030.7
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
3027.9
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
3015.2
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
3014.0
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
3009.5
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
3003.0
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
2997.1
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
2996.5
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
2993.3
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
2988.7
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
2965.6
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
2961.2
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
2959.2
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
2956.4
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
2930.9
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
2928.5
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
2928.2
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
2924.8
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
2917.0
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
2912.7
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
2897.6
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
2893.2
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
2890.8
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
2880.9
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
2880.5
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
2880.0
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
2877.2
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
2876.7
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
2864.5
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
2852.4
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
2823.4
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
2819.7
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
2809.6
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
2808.8
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
2802.7
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
2801.2
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
2791.9
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
2790.7
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
2789.3
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
2786.9
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
2785.0
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
2782.0
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
2781.0
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
2765.0
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
2745.4
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
2743.4
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
2742.3
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
2737.1
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
2736.2
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
2730.1
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
2728.1
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
2709.4
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
2708.8
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
2705.2
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
2694.1
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
2691.9
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
2689.1
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
2686.3
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
2680.2
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
2675.7
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
2673.5
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
2670.6
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
2658.7
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
2658.5
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
2650.6
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
2642.5
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
2625.6
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
2621.8
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
2619.2
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
2615.0
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
2610.2
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
2608.8
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
2597.8
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
2597.6
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
2582.3
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
2569.6
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
2562.8
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
2555.9
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
2548.8
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
2544.0
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
2539.5
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
2536.3
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
2534.0
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
2532.4
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
2532.0
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
2528.9
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
2527.4
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
2527.3
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
2521.2
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
2516.2
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
2515.1
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
2509.9
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
2477.3
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
2470.4
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
2466.1
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
2465.5
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
2454.4
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
2451.0
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
2449.6
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
2448.5
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
2430.6
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
2429.4
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
2427.0
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
2423.3
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
2421.9
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
2413.2
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
2388.5
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
2372.8
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
2361.8
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
2360.2
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
2358.3
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
2353.4
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
2348.3
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
2348.0
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
2343.2
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
2334.0
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
2331.5
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
2319.8
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
2316.0
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
2301.9
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
2296.2
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
2294.1
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
2275.5
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
2262.0
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
2260.7
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
2249.8
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
2247.5
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
2241.2
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
2239.0
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
2236.2
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
2231.1
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
2221.6
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
2220.9
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
2220.9
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
2209.8
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
2201.2
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
2198.8
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
2195.6
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
2191.9
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
2185.5
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
2183.7
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
2173.3
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
2167.6
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
2167.0
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
2155.9
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
2155.8
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
2151.3
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
2145.4
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
2141.1
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
2129.3
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
2127.4
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
2126.4
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
2121.7
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
2120.7
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
2117.2
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
2114.5
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
2104.5
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
2098.2
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
2092.7
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
2091.6
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
2081.0
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
2080.8
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
2077.1
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
2075.8
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
2074.7
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
2058.6
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
2057.2
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
2049.7
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
2045.9
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
2036.7
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
2034.3
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
2013.6
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
2010.1
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
2010.0
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
2005.5
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
2004.5
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
1996.3
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
1993.6
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1993.3
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
1991.5
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
1989.8
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
1989.7
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
1983.7
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
1968.9
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
1960.1
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
1958.4
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
1956.4
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
1955.8
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
1952.2
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
1949.4
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1936.0
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
1926.9
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
1924.9
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
1924.9
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
1921.6
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
1911.5
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
1910.8
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
1902.5
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
1902.3
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
1887.0
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
1877.7
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
1872.9
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
1865.8
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
1860.8
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
1855.2
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1848.7
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
1845.0
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
1840.9
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
1840.3
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
1836.4
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
1827.8
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
1804.9
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
1798.8
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
1797.0
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
1789.8
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
1787.6
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
1786.1
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
1783.9
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
1782.2
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
1778.6
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
1772.5
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
1768.4
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
1756.1
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
1751.8
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
1751.4
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
1735.2
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
1726.7
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
1716.4
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
1714.1
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1689.1
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
1680.9
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
1679.2
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
1672.4
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
1668.8
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
1667.1
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
1661.3
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
1660.3
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
1656.6
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
1656.3
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
1638.7
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
1634.8
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
1624.7
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
1598.7
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
1597.9
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
1594.6
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
1585.4
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
1570.4
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
1569.5
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1553.4
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1538.8
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
1534.5
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
1523.8
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
1498.6
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
1495.7
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
1493.7
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
1489.0
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
1483.7
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
1480.3
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
1465.2
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
1461.8
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
1461.4
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
1434.2
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
1424.6
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
1422.0
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
1421.6
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
1417.4
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
1415.1
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
1383.9
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
1383.8
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
1375.6
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
1371.2
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
1355.8
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
1350.2
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
1344.6
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
1341.4
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
1336.0
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
1335.1
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
1324.7
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
1300.0
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
1270.8
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
1264.9
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
1237.7
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
1221.9
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
1200.7
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
1197.1
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
1177.9
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
1161.0
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
1150.4
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
1148.9
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
1107.8
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
1103.7
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
1083.1
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
987.1
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
973.2
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
887.1
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
844.4
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 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.
RPS12 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
2294.5
Number of samples
68
Samples
Sample
Description
TPM
L818
0 years, male, stage:Stage IB, alive, 2480 days
5724.0
L466
0 years, female, stage:Stage IIIA, dead, 412 days
4916.9
L592
0 years, male, stage:Stage IB, alive, 2368 days
4457.8
L539
0 years, male, stage:Stage IB, dead, 370 days
4116.1
L744
0 years, male, stage:Stage IA, alive, 1614 days
3870.8
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
3847.4
L857
0 years, male, stage:Stage IB, dead, 226 days
3833.3
L820
0 years, female, stage:Stage IA, alive, 2405 days
3431.8
L459
0 years, male, stage:Stage IIA, alive, 3181 days
3207.6
L642
0 years, male, stage:Stage IB, dead, 1167 days
3121.5
L457
0 years, female, stage:Stage IIA, alive, 2901 days
3094.5
L447
0 years, male, stage:Stage IIB, alive, 3203 days
3065.9
L650
0 years, female, stage:Stage IB, dead, 986 days
3037.7
L420
0 years, female, stage:Stage IIB, dead, 295 days
2995.3
L468
0 years, male, stage:Stage IB, alive, 3004 days
2801.9
L488
0 years, female, stage:Stage IIA, alive, 2993 days
2712.5
L739
0 years, female, stage:Stage IIIA, dead, 352 days
2698.5
L470
0 years, female, stage:Stage IB, dead, 1774 days
2688.7
L604
0 years, male, stage:Stage IIA, dead, 286 days
2681.3
L864
0 years, female, stage:Stage IA, alive, 2192 days
2507.2
L563
0 years, female, stage:Stage IIB, dead, 1216 days
2473.7
L490
0 years, male, stage:Stage IA, dead, 716 days
2421.5
L824
0 years, male, stage:Stage IA, dead, 665 days
2405.1
L767
0 years, male, stage:Stage IA, alive, 1718 days
2393.5
L858
0 years, female, stage:Stage IIB, dead, 558 days
2290.2
L644
0 years, male, stage:Stage IA, dead, 282 days
2269.1
L472
0 years, male, stage:Stage IB, dead, 423 days
2247.5
L483
0 years, male, stage:Stage IB, dead, 77 days
2246.4
L747
0 years, female, stage:Stage IA, dead, 1112 days
2197.1
L444
0 years, female, stage:Stage IIB, alive, 3337 days
2158.2
L852
0 years, male, stage:Stage IB, dead, 700 days
2158.2
L723
0 years, male, stage:Stage IIA, dead, 433 days
2143.6
L655
0 years, male, stage:Stage IIA, dead, 1603 days
2113.3
L633
0 years, female, stage:Stage IA, alive, 2102 days
2102.6
L406
0 years, male, stage:Stage IA, alive, 3057 days
2088.2
L559
0 years, male, stage:Stage IIB, alive, 2615 days
2073.5
L758
0 years, male, stage:Stage IA, dead, 1562 days
2058.4
L464
0 years, male, stage:Stage IB, dead, 1935 days
2018.2
L854
0 years, female, stage:Stage IB, alive, 2256 days
2002.4
L736
0 years, male, stage:Stage IA, dead, 1195 days
1999.7
L661
0 years, male, stage:Stage IA, dead, 1123 days
1908.3
L496
0 years, male, stage:Stage IB, alive, 2761 days
1865.2
L586
0 years, male, stage:Stage IIA, dead, 784 days
1841.5
L881
0 years, male, stage:Stage IB, alive, 1752 days
1819.8
L442
0 years, female, stage:Stage IB, dead, 2433 days
1815.7
L886
0 years, male, stage:Stage IB, dead, 1932 days
1784.1
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1777.1
L608
0 years, male, stage:Stage IA, alive, 2350 days
1760.6
L856
0 years, male, stage:Stage IA, dead, 1465 days
1746.7
L756
0 years, male, stage:Stage IB, alive, 1796 days
1746.5
L715
0 years, female, stage:Stage IIIA, dead, 150 days
1718.2
L753
0 years, male, stage:Stage IIA, alive, 1705 days
1687.8
L568
0 years, female, stage:Stage IIB, dead, 71 days
1651.1
L755
0 years, male, stage:Stage IIA, dead, 227 days
1634.7
L712
0 years, male, stage:Stage IA, alive, 1698 days
1620.7
L456
0 years, male, stage:Stage IIA, dead, 1660 days
1582.0
L529
0 years, female, stage:Stage IA, alive, 2775 days
1568.2
L534
0 years, male, stage:Stage IIA, alive, 2693 days
1537.5
L788
0 years, female, stage:Stage IA, alive, 3385 days
1514.9
L685
0 years, female, stage:Stage IIB, alive, 1944 days
1466.2
L652
0 years, male, stage:Stage IA, dead, 5 days
1426.0
L760
0 years, male, stage:Stage IIA, alive, 1895 days
1276.0
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
1232.6
L658
0 years, female, stage:Stage IIB, alive, 2083 days
1217.0
L884
0 years, male, stage:Stage IIA, alive, 1627 days
1216.5
L719
0 years, male, stage:Stage IB, alive, 1615 days
1095.9
L860
0 years, male, stage:Stage IA, alive, 2056 days
1053.9
L572
0 years, male, stage:Stage IA, alive, 2532 days
792.8
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0105060003
Tumor
0.8
CPT0118340003
Tumor
0.7
CPT0067450003
Tumor
0.7
CPT0068800003
Tumor
0.7
CPT0118620003
Tumor
0.7
CPT0083780003
Tumor
0.6
CPT0090340003
Tumor
0.6
CPT0147080004
Tumor
0.6
CPT0118810003
Tumor
0.6
CPT0052170004
Tumor
0.5
CPT0084140003
Tumor
0.5
CPT0052940004
Tumor
0.5
CPT0001660013
Tumor
0.5
CPT0000920017
Tumor
0.5
CPT0089340003
Tumor
0.5
CPT0001800013
Tumor
0.4
CPT0063810003
Tumor
0.4
CPT0011710004
Tumor
0.4
CPT0091860003
Tumor
0.4
CPT0106110003
Tumor
0.4
CPT0067940003
Tumor
0.4
CPT0001960003
Tumor
0.4
CPT0118200003
Tumor
0.4
CPT0069360003
Tumor
0.4
CPT0098130003
Tumor
0.4
CPT0105330003
Tumor
0.4
CPT0067250003
Tumor
0.3
CPT0148180004
Tumor
0.3
CPT0067070003
Tumor
0.3
CPT0090570004
Tumor
0.3
CPT0014860003
Tumor
0.3
CPT0115070003
Tumor
0.3
CPT0105600003
Tumor
0.3
CPT0114840003
Tumor
0.3
CPT0114660004
Tumor
0.3
CPT0105230003
Tumor
0.3
CPT0051690004
Tumor
0.3
CPT0082850004
Tumor
0.3
CPT0086750003
Tumor
0.3
CPT0113990003
Tumor
0.3
CPT0008450003
Tumor
0.3
CPT0090700003
Tumor
0.3
CPT0118880003
Tumor
0.3
CPT0147980004
Tumor
0.3
CPT0109740004
Tumor
0.3
CPT0118160003
Tumor
0.3
CPT0147480004
Tumor
0.3
CPT0146980004
Tumor
0.3
CPT0053040004
Tumor
0.3
CPT0092530003
Tumor
0.3
CPT0105940003
Tumor
0.2
CPT0105630003
Tumor
0.2
CPT0109680004
Tumor
0.2
CPT0112060003
Tumor
0.2
CPT0021450003
Tumor
0.2
CPT0063730003
Tumor
0.2
CPT0097580003
Tumor
0.2
CPT0069700003
Tumor
0.2
CPT0105710003
Tumor
0.2
CPT0146880004
Tumor
0.2
CPT0090860003
Tumor
0.2
CPT0023310003
Tumor
0.2
CPT0105270003
Tumor
0.2
CPT0117970003
Tumor
0.2
CPT0090170004
Tumor
0.2
CPT0105510003
Tumor
0.2
CPT0082740004
Tumor
0.2
CPT0070060003
Tumor
0.2
CPT0102450003
Tumor
0.1
CPT0113210003
Tumor
0.1
CPT0068610003
Tumor
0.1
CPT0104750003
Tumor
0.1
CPT0013880003
Tumor
0.1
CPT0091240003
Tumor
0.1
CPT0011910004
Tumor
0.1
CPT0092240003
Tumor
0.1
CPT0147880004
Tumor
0.1
CPT0111300003
Tumor
0.1
CPT0066780003
Tumor
0.1
CPT0109830004
Tumor
0.1
CPT0001060010
Tumor
0.1
CPT0014260003
Tumor
0.1
CPT0104970003
Tumor
0.1
CPT0001380003
Tumor
0.1
CPT0146780004
Tumor
0.1
CPT0068100003
Tumor
0.1
CPT0146680004
Tumor
0.1
CPT0001580009
Tumor
0.1
CPT0110980004
Tumor
0.0
CPT0092930003
Tumor
0.0
CPT0104630003
Tumor
0.0
CPT0083100003
Tumor
0.0
CPT0008410003
Tumor
0.0
CPT0086310003
Tumor
0.0
CPT0118570003
Tumor
0.0
CPT0147580004
Tumor
0.0
CPT0147380004
Tumor
0.0
CPT0055100004
Tumor
0.0
CPT0001070003
Normal
0.0
CPT0001590003
Normal
0.0
CPT0069520003
Tumor
0.0
CPT0015410003
Tumor
0.0
CPT0147100003
Normal
0.0
CPT0066890003
Tumor
0.0
CPT0001390003
Normal
-0.1
CPT0014930003
Normal
-0.1
CPT0066810003
Normal
-0.1
CPT0067620003
Tumor
-0.1
CPT0011750003
Normal
-0.1
CPT0083390004
Tumor
-0.1
CPT0067290003
Normal
-0.1
CPT0125810003
Tumor
-0.1
CPT0083140003
Normal
-0.1
CPT0097600003
Normal
-0.1
CPT0013630003
Normal
-0.1
CPT0118650003
Normal
-0.1
CPT0148280004
Tumor
-0.1
CPT0148100003
Normal
-0.2
CPT0147500003
Normal
-0.2
CPT0148000003
Normal
-0.2
CPT0109850003
Normal
-0.2
CPT0001810003
Normal
-0.2
CPT0023320003
Normal
-0.2
CPT0104650003
Normal
-0.2
CPT0092250003
Normal
-0.2
CPT0105550003
Normal
-0.2
CPT0109720004
Tumor
-0.2
CPT0067950003
Normal
-0.2
CPT0110860004
Tumor
-0.2
CPT0079830003
Tumor
-0.2
CPT0013600003
Tumor
-0.2
CPT0105190003
Normal
-0.2
CPT0067110003
Normal
-0.2
CPT0105740003
Normal
-0.2
CPT0067470004
Normal
-0.2
CPT0114880003
Normal
-0.2
CPT0109760003
Normal
-0.2
CPT0113220003
Normal
-0.2
CPT0063840003
Normal
-0.2
CPT0148200003
Normal
-0.2
CPT0062810003
Normal
-0.2
CPT0105250003
Normal
-0.2
CPT0082770003
Normal
-0.2
CPT0148300003
Normal
-0.2
CPT0083810003
Normal
-0.3
CPT0115090003
Normal
-0.3
CPT0082890003
Normal
-0.3
CPT0109710003
Normal
-0.3
CPT0118240003
Normal
-0.3
CPT0090600003
Normal
-0.3
CPT0118180003
Normal
-0.3
CPT0147900003
Normal
-0.3
CPT0118830003
Normal
-0.3
CPT0109700003
Normal
-0.3
CPT0063750003
Normal
-0.3
CPT0090720003
Normal
-0.3
CPT0086770003
Normal
-0.3
CPT0091260003
Normal
-0.3
CPT0000930003
Normal
-0.3
CPT0070080003
Normal
-0.3
CPT0114010003
Normal
-0.3
CPT0146800003
Normal
-0.3
CPT0015420003
Normal
-0.3
CPT0001970003
Normal
-0.3
CPT0011930003
Normal
-0.3
CPT0068830003
Normal
-0.3
CPT0013910003
Normal
-0.3
CPT0105610003
Normal
-0.3
CPT0118360003
Normal
-0.3
CPT0084170003
Normal
-0.3
CPT0069550003
Normal
-0.3
CPT0118890003
Normal
-0.3
CPT0068650003
Normal
-0.3
CPT0118600003
Normal
-0.3
CPT0083420003
Normal
-0.3
CPT0146700003
Normal
-0.3
CPT0147400003
Normal
-0.4
CPT0086320003
Normal
-0.4
CPT0147000003
Normal
-0.4
CPT0090200003
Normal
-0.4
CPT0114690003
Normal
-0.4
CPT0112080003
Normal
-0.4
CPT0105370004
Normal
-0.4
CPT0104760003
Normal
-0.4
CPT0111480003
Normal
-0.4
CPT0069370003
Normal
-0.4
CPT0069720003
Normal
-0.4
CPT0105010004
Normal
-0.4
CPT0105680003
Normal
-0.4
CPT0147600003
Normal
-0.4
CPT0092940003
Normal
-0.4
CPT0106100003
Normal
-0.5
CPT0091870003
Normal
-0.5
CPT0021490003
Normal
-0.5
CPT0089360003
Normal
-0.5
CPT0090370003
Normal
-0.5
CPT0110890003
Normal
-0.5
CPT0067770003
Normal
-0.5
CPT0102480003
Normal
-0.5
CPT0105980003
Normal
-0.5
CPT0118010003
Normal
-0.5
CPT0014290003
Normal
-0.5
CPT0111590003
Normal
-0.6
CPT0090900004
Normal
-0.6
CPT0001690003
Normal
-0.6
CPT0068130003
Normal
-0.6
CPT0066930003
Normal
-0.7
CPT0146600003
Normal
-0.7
CPT0008420003
Normal
-0.8
CPT0079850003
Normal
-1.0
CPT0125830003
Normal
-1.0
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
CPT0083980003
Tumor
0.6
CPT0191710003
Tumor
0.6
CPT0197090003
Tumor
0.6
CPT0146380004
Tumor
0.6
CPT0208770003
Tumor
0.5
CPT0063430003
Tumor
0.5
CPT0147680004
Tumor
0.5
CPT0197210003
Tumor
0.5
CPT0237690004
Tumor
0.5
CPT0191860003
Tumor
0.5
CPT0068280003
Tumor
0.5
CPT0102790003
Tumor
0.5
CPT0117720003
Tumor
0.4
CPT0204990003
Tumor
0.4
CPT0104930003
Tumor
0.4
CPT0238110004
Tumor
0.4
CPT0079050003
Tumor
0.4
CPT0237760003
Tumor
0.4
CPT0086260003
Tumor
0.4
CPT0245780003
Tumor
0.4
CPT0130030003
Tumor
0.4
CPT0087190003
Tumor
0.4
CPT0245830003
Tumor
0.4
CPT0091820003
Tumor
0.4
CPT0126670003
Tumor
0.4
CPT0183250004
Tumor
0.4
CPT0197740003
Tumor
0.4
CPT0227400003
Tumor
0.4
CPT0079100003
Tumor
0.4
CPT0104360003
Tumor
0.4
CPT0091050003
Tumor
0.4
CPT0237060004
Tumor
0.4
CPT0175260003
Tumor
0.3
CPT0175560003
Tumor
0.3
CPT0001020003
Tumor
0.3
CPT0217420003
Tumor
0.3
CPT0209490003
Tumor
0.3
CPT0218280003
Tumor
0.3
CPT0195510003
Tumor
0.3
CPT0204600003
Tumor
0.3
CPT0089880003
Tumor
0.3
CPT0202170003
Tumor
0.3
CPT0112540003
Tumor
0.3
CPT0105420003
Tumor
0.3
CPT0223790003
Tumor
0.3
CPT0221650003
Tumor
0.3
CPT0221200003
Tumor
0.3
CPT0197150003
Tumor
0.3
CPT0234930004
Tumor
0.3
CPT0233320003
Tumor
0.3
CPT0192540004
Tumor
0.3
CPT0175390003
Tumor
0.3
CPT0023470003
Tumor
0.3
CPT0234790003
Tumor
0.2
CPT0187370003
Tumor
0.2
CPT0237410004
Tumor
0.2
CPT0126830003
Normal
0.2
CPT0146480004
Tumor
0.2
CPT0126740003
Tumor
0.2
CPT0232670003
Tumor
0.2
CPT0063480003
Tumor
0.2
CPT0202020008
Tumor
0.2
CPT0237550004
Tumor
0.2
CPT0233600003
Tumor
0.2
CPT0147180004
Tumor
0.2
CPT0112580003
Tumor
0.2
CPT0130410003
Tumor
0.2
CPT0197480003
Tumor
0.2
CPT0007740003
Tumor
0.2
CPT0186180003
Tumor
0.2
CPT0236420003
Tumor
0.2
CPT0126390003
Tumor
0.2
CPT0233120003
Tumor
0.2
CPT0108560003
Tumor
0.2
CPT0237200004
Tumor
0.2
CPT0112650003
Tumor
0.2
CPT0241170003
Tumor
0.2
CPT0101130003
Tumor
0.2
CPT0091610003
Tumor
0.2
CPT0098770003
Tumor
0.2
CPT0115830003
Tumor
0.1
CPT0207210003
Tumor
0.1
CPT0202720003
Tumor
0.1
CPT0126810003
Tumor
0.1
CPT0225380003
Tumor
0.1
CPT0136640003
Tumor
0.1
CPT0202350004
Tumor
0.1
CPT0112720003
Tumor
0.1
CPT0204800003
Tumor
0.1
CPT0227020003
Tumor
0.1
CPT0245880003
Tumor
0.1
CPT0090440003
Tumor
0.1
CPT0190550003
Tumor
0.1
CPT0234560003
Tumor
0.1
CPT0202530004
Tumor
0.1
CPT0219360003
Tumor
0.1
CPT0209020004
Tumor
0.1
CPT0111150004
Tumor
0.0
CPT0126530003
Tumor
0.0
CPT0130440004
Normal
0.0
CPT0222730003
Tumor
0.0
CPT0123350003
Tumor
0.0
CPT0064040003
Tumor
0.0
CPT0130270003
Tumor
0.0
CPT0186130003
Tumor
0.0
CPT0010050003
Tumor
0.0
CPT0126450003
Tumor
0.0
CPT0205000003
Normal
0.0
CPT0196810003
Tumor
0.0
CPT0197380003
Normal
-0.1
CPT0069890003
Tumor
-0.1
CPT0223820003
Normal
-0.1
CPT0175120003
Tumor
-0.1
CPT0128890003
Tumor
-0.1
CPT0175410003
Normal
-0.1
CPT0102840003
Normal
-0.1
CPT0187380003
Normal
-0.1
CPT0237710003
Normal
-0.1
CPT0010060003
Normal
-0.1
CPT0123370003
Normal
-0.1
CPT0221220003
Normal
-0.1
CPT0237970004
Tumor
-0.1
CPT0196820003
Normal
-0.1
CPT0126470003
Normal
-0.1
CPT0112730003
Normal
-0.1
CPT0112600003
Normal
-0.2
CPT0208780003
Normal
-0.2
CPT0237570003
Normal
-0.2
CPT0222740003
Normal
-0.2
CPT0186210003
Normal
-0.2
CPT0023500003
Normal
-0.2
CPT0237780003
Normal
-0.2
CPT0105430003
Normal
-0.2
CPT0209510003
Normal
-0.2
CPT0245790003
Normal
-0.2
CPT0108600003
Normal
-0.2
CPT0237080003
Normal
-0.2
CPT0237210003
Normal
-0.2
CPT0147700003
Normal
-0.2
CPT0104380003
Normal
-0.2
CPT0202400004
Normal
-0.2
CPT0136660003
Normal
-0.2
CPT0130310003
Normal
-0.2
CPT0202220004
Normal
-0.2
CPT0175270003
Normal
-0.2
CPT0191930003
Normal
-0.3
CPT0233160003
Normal
-0.3
CPT0197170003
Normal
-0.3
CPT0126760003
Normal
-0.3
CPT0068320003
Normal
-0.3
CPT0197860003
Normal
-0.3
CPT0234820003
Normal
-0.3
CPT0112660003
Normal
-0.3
CPT0146400003
Normal
-0.3
CPT0007760003
Normal
-0.3
CPT0192590004
Normal
-0.3
CPT0001030003
Normal
-0.3
CPT0104950003
Normal
-0.3
CPT0238130003
Normal
-0.3
CPT0087210003
Normal
-0.3
CPT0063440003
Normal
-0.3
CPT0218310003
Normal
-0.3
CPT0091620003
Normal
-0.3
CPT0079110003
Normal
-0.3
CPT0207250003
Normal
-0.3
CPT0117770003
Normal
-0.3
CPT0079060003
Normal
-0.3
CPT0221660003
Normal
-0.3
CPT0130070003
Normal
-0.3
CPT0126400003
Normal
-0.3
CPT0183270003
Normal
-0.3
CPT0202740003
Normal
-0.3
CPT0197520003
Normal
-0.4
CPT0232690003
Normal
-0.4
CPT0195520003
Normal
-0.4
CPT0115860003
Normal
-0.4
CPT0086270003
Normal
-0.4
CPT0202040003
Normal
-0.4
CPT0234950004
Normal
-0.4
CPT0175160003
Normal
-0.4
CPT0091090003
Normal
-0.4
CPT0227070003
Normal
-0.4
CPT0146500003
Normal
-0.4
CPT0241210003
Normal
-0.4
CPT0083990003
Normal
-0.4
CPT0191750003
Normal
-0.4
CPT0225470003
Normal
-0.4
CPT0098800003
Normal
-0.4
CPT0112550003
Normal
-0.4
CPT0237430003
Normal
-0.4
CPT0236430003
Normal
-0.4
CPT0237990003
Normal
-0.4
CPT0186140003
Normal
-0.4
CPT0245840003
Normal
-0.5
CPT0245890003
Normal
-0.5
CPT0209040003
Normal
-0.5
CPT0147200003
Normal
-0.5
CPT0204660003
Normal
-0.5
CPT0202580004
Normal
-0.5
CPT0233330003
Normal
-0.5
CPT0234580003
Normal
-0.5
CPT0063500003
Normal
-0.5
CPT0111000004
Normal
-0.5
CPT0128900003
Normal
-0.5
CPT0204820003
Normal
-0.6
CPT0233640003
Normal
-0.6
CPT0069900003
Normal
-0.6
CPT0227420003
Normal
-0.6
CPT0197100003
Normal
-0.7
CPT0219390003
Normal
-0.7
CPT0217490003
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.