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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.
RPL31 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
2481.6
Number of samples
497
Samples
Sample
Description
TPM
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
8480.0
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
8237.0
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
7113.3
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
6447.5
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
6362.2
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
6214.3
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
5892.8
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
5892.1
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
5641.8
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
5549.2
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
5532.6
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
5483.1
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
5446.1
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
5287.4
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
5087.0
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
5051.3
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
5046.1
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
5012.8
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
4858.4
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
4817.1
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
4792.0
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
4787.4
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
4769.7
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
4759.4
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
4509.1
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
4477.6
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
4454.9
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
4415.2
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
4343.9
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
4294.9
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
4286.2
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
4198.3
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
4174.2
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
4111.1
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
4073.4
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
4042.9
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
4031.5
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
4031.0
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
3957.3
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
3952.4
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
3921.2
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
3919.7
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
3904.9
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
3903.5
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
3870.2
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
3845.1
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
3832.4
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
3825.1
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
3814.7
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
3789.4
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
3773.3
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
3738.4
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
3635.3
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
3627.2
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
3615.1
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
3603.3
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
3597.8
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
3558.7
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
3535.5
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
3521.3
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
3510.4
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
3495.8
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
3480.8
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
3463.3
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
3458.3
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
3450.8
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
3446.9
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
3435.6
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
3430.8
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
3425.0
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
3420.6
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
3409.7
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
3407.8
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
3401.1
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
3352.5
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
3350.3
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
3343.6
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
3331.3
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
3300.9
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
3279.6
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
3268.6
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
3254.0
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
3242.9
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
3241.9
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
3235.9
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
3231.0
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
3230.4
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
3230.3
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
3228.3
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
3227.7
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
3221.7
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
3220.5
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
3213.7
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
3180.1
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
3170.5
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
3166.6
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
3165.9
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
3164.2
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
3159.1
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
3147.2
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
3140.5
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
3112.2
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
3102.7
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
3087.4
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
3087.3
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
3078.6
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
3070.8
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
3068.5
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
3066.6
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
3059.4
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
3053.8
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
3053.6
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
3052.2
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
3046.9
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
3037.5
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
3036.7
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
3025.9
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
3010.6
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
2998.7
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
2996.4
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
2990.8
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
2984.2
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
2977.4
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
2961.1
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
2954.1
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
2942.1
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
2934.6
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
2927.8
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
2917.8
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
2913.3
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
2900.5
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
2899.5
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
2897.0
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
2876.8
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
2871.6
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
2864.0
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
2860.2
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
2859.8
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
2857.7
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
2847.8
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
2847.4
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
2845.5
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
2839.5
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
2829.1
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
2812.5
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
2808.9
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
2803.4
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
2799.2
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
2784.8
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
2778.5
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
2774.4
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
2773.0
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
2772.5
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
2772.4
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
2765.3
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
2763.8
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
2760.7
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
2759.3
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
2749.0
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
2740.9
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
2737.3
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
2737.3
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
2735.8
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
2710.8
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
2697.6
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
2693.6
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
2688.3
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
2683.3
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
2679.1
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
2678.1
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
2672.3
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
2671.7
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
2671.1
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
2669.9
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
2665.2
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
2656.8
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
2653.8
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
2643.4
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
2632.2
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
2631.6
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
2629.6
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
2600.8
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
2594.0
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
2584.8
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
2575.7
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
2572.1
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
2571.9
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
2569.8
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
2568.0
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
2566.4
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
2556.4
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
2555.7
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
2536.7
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
2534.8
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
2529.8
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
2526.2
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
2525.2
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
2520.7
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
2517.8
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
2513.7
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
2502.6
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
2500.0
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
2491.7
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
2491.0
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
2478.0
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
2471.2
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
2469.7
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
2468.6
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
2462.2
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
2461.9
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
2461.3
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
2456.0
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
2444.8
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
2433.7
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
2427.4
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
2424.2
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
2423.4
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
2422.1
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
2422.1
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
2421.8
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
2420.7
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
2419.3
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
2416.3
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
2414.3
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
2401.3
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
2388.1
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
2381.4
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
2369.0
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
2368.8
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
2359.9
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
2358.7
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
2357.4
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
2352.7
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
2348.5
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
2342.4
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
2338.9
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
2338.9
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
2326.2
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
2319.7
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
2316.1
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
2303.5
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
2292.9
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
2289.5
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
2285.3
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
2285.2
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
2277.0
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
2274.7
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
2268.6
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
2260.2
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
2259.7
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
2253.8
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
2240.6
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
2224.9
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
2223.7
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
2221.4
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
2220.3
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
2205.3
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
2203.8
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
2203.2
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
2198.3
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
2188.1
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
2184.5
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
2181.0
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
2175.9
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
2156.7
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
2156.5
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
2153.4
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
2153.2
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
2153.0
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
2147.9
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
2145.2
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
2136.9
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
2123.4
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
2121.5
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
2119.4
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
2118.3
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
2117.5
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
2115.9
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
2114.7
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
2111.0
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
2108.8
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
2105.6
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
2101.9
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
2099.7
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
2099.1
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
2096.8
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
2096.6
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
2090.3
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
2085.6
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
2082.0
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
2080.5
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
2077.9
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
2077.9
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
2072.5
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
2053.8
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
2053.2
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
2045.6
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
2026.9
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
2026.4
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
2025.0
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
2018.1
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
2016.3
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
2014.7
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
2007.5
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
2007.1
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
2001.1
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
2000.0
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
1996.3
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
1991.8
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
1991.8
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
1983.7
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
1983.5
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
1975.4
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
1973.3
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
1972.1
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
1962.4
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
1962.1
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1958.9
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
1944.0
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
1942.9
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
1937.3
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
1936.2
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
1934.3
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
1930.9
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
1930.3
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
1927.7
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
1926.7
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
1922.6
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
1922.4
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
1921.5
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
1919.3
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
1918.1
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
1914.4
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
1912.0
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
1910.6
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
1904.3
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
1903.5
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
1903.5
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
1896.9
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
1892.0
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
1890.0
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
1887.9
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
1887.6
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
1885.8
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
1883.9
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
1883.0
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
1879.1
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
1875.5
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
1874.8
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
1872.9
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
1865.7
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
1863.0
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
1859.6
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
1854.5
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
1853.6
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
1848.1
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
1847.1
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
1841.0
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
1838.8
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
1836.5
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
1833.3
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
1832.1
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
1829.2
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
1821.4
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
1817.8
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
1816.8
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
1816.3
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
1804.1
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
1802.5
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
1799.2
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
1795.7
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
1793.0
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
1790.8
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
1782.5
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
1774.3
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
1772.9
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
1771.1
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
1760.4
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
1759.4
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
1759.4
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
1752.3
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
1750.8
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
1749.3
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
1741.4
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
1738.1
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
1732.7
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
1730.1
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
1724.7
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
1710.3
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
1706.0
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
1705.0
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
1701.6
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
1698.1
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
1696.5
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
1693.3
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
1692.1
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
1691.9
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
1678.4
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
1671.6
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
1670.3
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
1666.3
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
1665.5
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
1658.0
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
1628.2
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
1623.0
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
1621.4
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
1620.5
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
1616.9
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
1613.2
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
1608.1
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
1602.9
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
1594.1
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
1586.1
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
1580.5
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
1578.0
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
1575.0
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
1566.4
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
1556.8
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
1556.0
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
1549.5
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
1540.3
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
1535.7
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
1529.4
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
1527.3
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
1520.0
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
1515.1
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
1503.3
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
1500.5
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1499.0
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
1495.3
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
1494.2
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
1479.2
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
1471.9
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
1466.7
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
1465.9
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
1461.6
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
1451.4
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
1449.2
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
1432.0
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
1431.6
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
1428.2
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
1422.4
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
1419.5
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
1413.2
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
1413.0
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
1408.6
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
1393.6
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
1378.2
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
1373.1
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
1372.2
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
1371.9
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
1363.6
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
1342.9
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
1332.4
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
1314.1
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
1313.3
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
1300.5
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
1297.8
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
1290.2
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
1282.5
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
1270.4
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
1258.3
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
1258.2
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
1256.4
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
1251.1
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
1246.5
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
1246.0
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
1245.6
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
1239.9
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
1234.2
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
1224.7
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
1224.4
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
1212.3
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
1211.8
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
1207.8
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
1198.1
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
1192.8
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
1169.1
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
1159.4
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
1155.2
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
1146.6
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
1124.2
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1121.7
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
1098.9
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
1098.0
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
1062.1
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
1050.8
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
1047.8
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
1029.0
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
1024.6
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
1012.1
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
1007.4
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
976.7
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
969.8
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
945.8
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
907.4
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 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.
RPL31 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
1760.1
Number of samples
105
Samples
Sample
Description
TPM
L616
0 years, male, stage:Stage IA, dead, 410 days
5729.3
L851
0 years, male, stage:Stage IB, dead, 1315 days
4145.3
L683
0 years, female, stage:Stage IIA, dead, 612 days
3123.4
L561
0 years, female, stage:Stage IA, alive, 2543 days
2925.3
L473
0 years, female, stage:Stage IA, alive, 3021 days
2923.9
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
2820.8
L842
0 years, female, stage:Stage IB, alive, 2005 days
2689.1
L850
0 years, male, stage:Stage IIIA, dead, 997 days
2653.1
L605
0 years, female, stage:Stage IA, alive, 2460 days
2573.7
L551
0 years, male, stage:Stage IA, alive, 2924 days
2495.5
L662
0 years, male, stage:Stage IA, dead, 865 days
2427.2
L689
0 years, male, stage:Stage IA, alive, 1943 days
2415.6
L603
0 years, female, stage:Stage IB, dead, 972 days
2380.6
L782
0 years, female, stage:Stage IIB, alive, 3371 days
2367.8
L791
0 years, female, stage:Stage IIIA, dead, 368 days
2263.4
L773
0 years, female, stage:Stage IV, dead, 311 days
2251.2
L532
0 years, female, stage:Stage IA, dead, 301 days
2239.5
L462
0 years, male, stage:Stage IIIA, dead, 568 days
2221.5
L731
0 years, female, stage:Stage IA, dead, 964 days
2215.2
L557
0 years, female, stage:Stage IB, alive, 2580 days
2186.7
L746
0 years, female, stage:Stage IIIA, dead, 594 days
2182.6
L877
0 years, female, stage:Stage IA, alive, 1599 days
2182.3
L493
0 years, female, stage:Stage IIB, alive, 2945 days
2152.3
L630
0 years, female, stage:Stage IA, dead, 1733 days
2102.3
L682
0 years, female, stage:Stage IIB, dead, 840 days
2097.9
L867
0 years, female, stage:Stage IIIA, dead, 317 days
2097.7
L531
0 years, male, stage:Stage IB, dead, 928 days
2056.3
L829
0 years, male, stage:Stage IA, alive, 2173 days
2052.3
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
2042.9
L827
0 years, male, stage:Stage IIB, dead, 1105 days
2025.7
L458
0 years, female, stage:Stage IA, dead, 223 days
1972.7
L879
0 years, male, stage:Stage IV, dead, 873 days
1950.7
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
1946.0
L601
0 years, male, stage:Stage IB, dead, 2068 days
1926.4
L439
0 years, male, stage:Stage IIB, dead, 2773 days
1924.6
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
1886.1
L620
0 years, female, stage:Stage IIIA, dead, 338 days
1843.5
L602
0 years, female, stage:Stage IA, alive, 2277 days
1818.8
L778
0 years, female, stage:Stage IA, alive, 1600 days
1808.5
L710
0 years, female, stage:Stage IIA, alive, 1775 days
1795.8
L703
0 years, male, stage:Stage IIA, dead, 1137 days
1794.8
L816
0 years, female, stage:Stage IIA, dead, 353 days
1773.1
L678
0 years, female, stage:Stage IB, dead, 1114 days
1762.7
L546
0 years, male, stage:Stage IA, dead, 973 days
1756.3
L613
0 years, male, stage:Stage IIIA, dead, 19 days
1745.9
L656
0 years, male, stage:Stage IA, alive, 2227 days
1702.3
L688
0 years, male, stage:Stage IIIA, dead, 789 days
1697.1
L530
0 years, female, stage:Stage IIA, dead, 308 days
1684.4
L673
0 years, female, stage:Stage IA, dead, 568 days
1684.0
L569
0 years, female, stage:Stage IA, alive, 2531 days
1670.8
L890
0 years, female, stage:Stage IIB, dead, 1264 days
1657.2
L565
0 years, female, stage:Stage IB, dead, 543 days
1637.5
L484
0 years, female, stage:Stage IA, alive, 2895 days
1621.4
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
1607.2
L885
0 years, female, stage:Stage IA, alive, 1618 days
1591.8
L738
0 years, female, stage:Stage IB, dead, 1314 days
1591.8
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
1576.0
L875
0 years, female, stage:Stage IA, alive, 1675 days
1558.8
L566
0 years, male, stage:Stage IB, alive, 2489 days
1550.6
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
1511.6
L865
0 years, female, stage:Stage IIB, alive, 1927 days
1508.5
L826
0 years, female, stage:Stage IV, dead, 935 days
1505.0
L768
0 years, male, stage:Stage IIIA, dead, 472 days
1497.3
L626
0 years, female, stage:Stage IA, dead, 1994 days
1468.8
L663
0 years, female, stage:Stage IB, alive, 2018 days
1452.4
L695
0 years, female, stage:Stage IB, dead, 1762 days
1447.9
L617
0 years, male, stage:Stage IIIA, dead, 238 days
1436.9
L638
0 years, male, stage:Stage IA, alive, 2076 days
1395.3
L766
0 years, male, stage:Stage IB, alive, 1793 days
1390.3
L871
0 years, male, stage:Stage IB, dead, 873 days
1385.3
L606
0 years, male, stage:Stage IA, alive, 2336 days
1376.3
L728
0 years, male, stage:Stage IIB, dead, 1128 days
1367.5
L585
0 years, female, stage:Stage IIA, dead, 402 days
1361.4
L593
0 years, male, stage:Stage IA, dead, 2436 days
1358.4
L887
0 years, male, stage:Stage IA, dead, 374 days
1358.2
L872
0 years, female, stage:Stage IA, alive, 1793 days
1353.6
L873
0 years, female, stage:Stage IA, alive, 1740 days
1347.2
L810
0 years, female, stage:Stage IIIA, dead, 625 days
1333.8
L808
0 years, female, stage:Stage IA, alive, 3001 days
1322.0
L802
0 years, female, stage:Stage IA, dead, 773 days
1315.5
L404
0 years, female, stage:Stage IIA, dead, 2318 days
1312.8
L400
0 years, male, stage:Stage IIA, dead, 1233 days
1312.4
L455
0 years, female, stage:Stage IA, alive, 3315 days
1311.9
L832
0 years, female, stage:Stage IA, alive, 2145 days
1309.2
L413
0 years, female, stage:Stage IIIA, dead, 313 days
1306.3
L440
0 years, male, stage:Stage IIB, dead, 651 days
1279.0
L828
0 years, female, stage:Stage IIB, alive, 2222 days
1273.0
L446
0 years, female, stage:Stage IIB, dead, 415 days
1269.3
L800
0 years, female, stage:Stage IA, dead, 2417 days
1243.1
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
1238.1
L545
0 years, female, stage:Stage IA, alive, 2874 days
1228.6
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPL31 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
2645.1
Number of samples
489
Samples
Sample
Description
TPM
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
9445.1
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
9062.6
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
8937.1
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
8813.3
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
8440.8
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
6635.7
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
6414.3
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
6216.6
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
6049.6
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
5961.8
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
5729.0
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
5725.2
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
5489.2
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
5327.5
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
5269.1
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
5248.2
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
5233.7
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
5231.0
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
5203.9
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
5166.3
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
5153.2
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
5091.1
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
5047.5
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
5001.4
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
4943.5
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
4890.6
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
4853.7
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
4807.7
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
4798.6
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
4716.8
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
4684.0
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
4657.7
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
4623.4
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
4552.1
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
4516.0
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
4481.8
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
4444.7
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
4418.2
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
4410.5
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
4359.9
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
4356.1
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
4349.0
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
4283.1
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
4273.3
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
4249.4
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
4210.0
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
4204.8
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
4175.2
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
4167.1
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
4155.4
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
4120.0
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
4119.4
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
4070.3
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
4044.3
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
4032.9
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
4024.1
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
4012.2
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
3989.7
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
3979.8
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
3972.1
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
3937.9
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
3929.1
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
3920.5
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
3895.1
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
3891.2
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
3849.8
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
3813.8
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
3766.8
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
3758.5
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
3756.2
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
3748.8
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
3700.6
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
3698.9
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
3696.2
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
3683.4
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
3656.9
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
3641.4
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
3612.0
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
3611.6
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
3606.2
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
3552.3
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
3513.2
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
3507.8
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
3495.8
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
3477.5
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
3468.5
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
3451.3
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
3448.1
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
3421.7
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
3418.2
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
3410.8
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
3408.6
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
3408.3
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
3401.4
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
3398.4
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
3378.6
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
3371.6
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
3350.7
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
3323.1
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
3313.8
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
3312.2
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
3310.5
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
3298.4
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
3279.9
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
3276.2
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
3266.8
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
3254.1
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
3251.2
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
3246.4
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
3242.4
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
3238.2
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
3236.9
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
3229.6
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
3208.8
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
3208.2
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
3205.6
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
3186.1
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
3182.1
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
3177.5
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
3175.4
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
3170.1
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
3168.4
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
3167.8
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
3159.4
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
3155.1
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
3152.5
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
3149.5
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
3143.2
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
3139.0
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
3125.7
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
3118.8
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
3109.6
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
3107.8
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
3105.5
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
3101.3
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
3101.2
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
3089.9
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
3085.0
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
3083.0
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
3077.0
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
3076.2
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
3075.6
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
3071.6
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
3055.6
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
3043.6
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
3039.5
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
3013.3
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
3013.0
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
3007.1
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
2993.7
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
2992.4
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
2992.2
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
2990.6
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
2987.9
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
2975.4
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
2959.6
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
2956.4
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
2953.6
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
2944.7
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
2932.5
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
2930.0
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
2922.2
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
2908.9
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
2907.4
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
2905.4
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
2892.5
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
2874.3
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
2856.5
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
2843.5
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
2834.8
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
2822.7
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
2822.4
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
2820.9
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
2811.7
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
2805.7
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
2804.7
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
2773.6
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
2762.4
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
2750.5
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
2739.3
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
2732.9
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
2731.8
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
2730.7
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
2729.2
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
2725.2
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
2723.5
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
2720.7
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
2700.9
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
2698.7
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
2696.9
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
2688.9
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
2687.7
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
2684.4
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
2675.8
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
2668.0
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
2663.2
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
2658.2
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
2655.0
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
2633.2
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
2632.4
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
2624.8
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
2622.0
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
2618.4
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
2608.5
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
2600.2
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
2590.6
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
2587.6
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
2585.3
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
2580.6
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
2579.9
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
2575.8
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
2574.9
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
2571.5
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
2570.4
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
2569.8
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
2566.6
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
2565.1
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
2564.7
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
2562.3
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
2560.3
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
2551.8
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
2549.4
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
2541.1
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
2539.5
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
2536.7
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
2523.1
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
2518.1
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
2517.5
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
2490.4
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
2465.7
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
2462.2
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
2457.1
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
2436.8
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
2436.7
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
2434.0
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
2432.5
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
2428.9
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
2425.9
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
2412.7
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
2406.7
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
2400.7
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
2389.7
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
2387.1
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
2383.5
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
2376.8
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
2376.3
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
2376.3
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
2374.3
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
2367.6
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
2362.0
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
2361.8
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
2358.7
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
2344.2
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
2341.1
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
2337.4
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
2334.1
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
2329.6
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
2329.2
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
2318.8
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
2313.0
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
2307.7
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
2277.6
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
2273.7
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
2271.3
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
2268.1
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
2263.6
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
2256.3
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
2247.0
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
2237.3
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
2234.2
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
2219.9
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
2215.6
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
2204.0
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
2199.3
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
2191.7
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
2174.3
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
2171.5
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
2169.5
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
2166.6
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
2165.9
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
2162.9
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
2153.5
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
2139.9
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
2138.0
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
2133.8
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
2133.0
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
2130.3
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
2129.9
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
2116.0
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
2112.5
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
2106.6
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
2106.3
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
2104.8
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
2104.7
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
2099.3
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
2097.1
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
2096.3
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
2087.4
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
2087.2
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
2084.8
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
2083.0
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
2081.2
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
2079.8
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
2072.5
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
2068.0
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
2066.2
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
2058.0
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
2057.3
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
2051.2
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
2044.6
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
2029.7
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
2026.7
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
2006.0
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
2003.3
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
2000.8
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
2000.2
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
2000.1
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
1987.2
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
1987.0
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
1986.8
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
1986.4
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
1985.8
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
1985.5
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
1985.3
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
1965.5
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
1962.7
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
1961.0
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
1958.3
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
1956.5
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
1951.6
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
1950.1
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
1942.4
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
1941.5
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
1940.6
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
1940.5
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
1937.8
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
1935.4
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
1932.8
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
1926.1
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
1925.4
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
1923.3
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
1922.1
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
1907.1
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
1903.0
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
1902.9
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
1901.5
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
1899.6
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
1887.6
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
1884.4
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
1883.0
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
1882.6
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
1879.1
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1878.6
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
1878.0
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
1877.8
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
1876.1
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
1876.0
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
1873.9
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
1871.9
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
1866.7
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
1865.3
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1853.2
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
1852.6
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
1846.0
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
1839.8
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
1825.6
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1823.9
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
1823.5
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
1812.9
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
1810.4
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
1809.0
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
1807.0
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
1807.0
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
1798.8
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
1795.0
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
1794.3
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
1787.5
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
1786.5
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
1784.4
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
1780.9
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
1779.3
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
1767.7
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
1757.8
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
1756.1
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
1755.9
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
1754.8
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
1752.4
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
1750.4
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
1746.7
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
1743.3
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
1740.3
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
1727.5
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
1725.6
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
1725.4
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
1725.0
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
1723.8
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
1719.5
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
1706.1
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
1701.1
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
1697.4
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
1687.6
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
1686.3
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
1685.4
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
1684.4
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
1676.9
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
1676.3
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
1675.5
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
1669.7
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
1666.0
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
1653.6
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
1633.0
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
1626.6
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
1622.8
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
1621.5
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1618.4
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
1612.7
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
1597.3
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
1590.5
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
1587.6
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
1582.8
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1581.9
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
1575.2
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
1574.4
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
1563.8
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
1562.7
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
1555.4
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
1551.7
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
1536.1
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
1534.3
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
1533.7
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
1516.7
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
1514.8
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
1501.0
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
1498.5
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
1496.5
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
1495.4
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
1480.7
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
1478.4
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
1456.6
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
1435.3
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
1434.7
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
1424.6
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
1421.7
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
1414.3
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
1404.2
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
1400.9
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
1383.5
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
1371.2
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
1364.7
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
1363.0
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
1362.0
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
1352.7
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
1351.6
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
1348.5
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
1332.3
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
1323.4
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
1320.8
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
1304.1
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
1262.4
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
1258.6
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
1256.5
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
1248.7
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
1221.1
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
1192.0
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
1184.4
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
1183.3
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
1162.5
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
1162.1
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
1153.6
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
1125.5
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
1110.6
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
1103.2
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1092.2
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
1084.5
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
1068.3
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
1056.3
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
1050.9
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
1032.6
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
1024.7
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
986.6
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
986.4
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
973.6
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
967.1
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
953.0
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
922.2
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
917.6
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
835.6
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
766.2
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 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.
RPL31 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
1681.3
Number of samples
68
Samples
Sample
Description
TPM
L857
0 years, male, stage:Stage IB, dead, 226 days
5881.7
L457
0 years, female, stage:Stage IIA, alive, 2901 days
4594.0
L608
0 years, male, stage:Stage IA, alive, 2350 days
4070.3
L447
0 years, male, stage:Stage IIB, alive, 3203 days
3299.1
L466
0 years, female, stage:Stage IIIA, dead, 412 days
2927.0
L592
0 years, male, stage:Stage IB, alive, 2368 days
2788.9
L468
0 years, male, stage:Stage IB, alive, 3004 days
2765.0
L744
0 years, male, stage:Stage IA, alive, 1614 days
2641.9
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
2409.1
L650
0 years, female, stage:Stage IB, dead, 986 days
2393.2
L739
0 years, female, stage:Stage IIIA, dead, 352 days
2291.3
L736
0 years, male, stage:Stage IA, dead, 1195 days
2073.5
L420
0 years, female, stage:Stage IIB, dead, 295 days
2051.3
L568
0 years, female, stage:Stage IIB, dead, 71 days
2048.5
L539
0 years, male, stage:Stage IB, dead, 370 days
1988.4
L818
0 years, male, stage:Stage IB, alive, 2480 days
1985.5
L854
0 years, female, stage:Stage IB, alive, 2256 days
1984.3
L464
0 years, male, stage:Stage IB, dead, 1935 days
1933.1
L459
0 years, male, stage:Stage IIA, alive, 3181 days
1906.8
L563
0 years, female, stage:Stage IIB, dead, 1216 days
1901.9
L852
0 years, male, stage:Stage IB, dead, 700 days
1843.9
L586
0 years, male, stage:Stage IIA, dead, 784 days
1811.1
L753
0 years, male, stage:Stage IIA, alive, 1705 days
1792.4
L496
0 years, male, stage:Stage IB, alive, 2761 days
1775.9
L820
0 years, female, stage:Stage IA, alive, 2405 days
1725.7
L444
0 years, female, stage:Stage IIB, alive, 3337 days
1653.9
L559
0 years, male, stage:Stage IIB, alive, 2615 days
1642.3
L483
0 years, male, stage:Stage IB, dead, 77 days
1606.9
L529
0 years, female, stage:Stage IA, alive, 2775 days
1583.3
L767
0 years, male, stage:Stage IA, alive, 1718 days
1549.8
L534
0 years, male, stage:Stage IIA, alive, 2693 days
1523.8
L488
0 years, female, stage:Stage IIA, alive, 2993 days
1486.6
L824
0 years, male, stage:Stage IA, dead, 665 days
1460.8
L886
0 years, male, stage:Stage IB, dead, 1932 days
1442.2
L456
0 years, male, stage:Stage IIA, dead, 1660 days
1408.8
L642
0 years, male, stage:Stage IB, dead, 1167 days
1399.9
L712
0 years, male, stage:Stage IA, alive, 1698 days
1399.8
L655
0 years, male, stage:Stage IIA, dead, 1603 days
1349.6
L490
0 years, male, stage:Stage IA, dead, 716 days
1345.7
L881
0 years, male, stage:Stage IB, alive, 1752 days
1326.2
L470
0 years, female, stage:Stage IB, dead, 1774 days
1287.5
L723
0 years, male, stage:Stage IIA, dead, 433 days
1275.7
L604
0 years, male, stage:Stage IIA, dead, 286 days
1271.6
L472
0 years, male, stage:Stage IB, dead, 423 days
1265.3
L715
0 years, female, stage:Stage IIIA, dead, 150 days
1234.4
L633
0 years, female, stage:Stage IA, alive, 2102 days
1233.8
L856
0 years, male, stage:Stage IA, dead, 1465 days
1232.2
L442
0 years, female, stage:Stage IB, dead, 2433 days
1201.6
L755
0 years, male, stage:Stage IIA, dead, 227 days
1200.4
L685
0 years, female, stage:Stage IIB, alive, 1944 days
1199.5
L644
0 years, male, stage:Stage IA, dead, 282 days
1178.6
L652
0 years, male, stage:Stage IA, dead, 5 days
1147.1
L788
0 years, female, stage:Stage IA, alive, 3385 days
1140.0
L661
0 years, male, stage:Stage IA, dead, 1123 days
1122.3
L864
0 years, female, stage:Stage IA, alive, 2192 days
1103.6
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1101.4
L406
0 years, male, stage:Stage IA, alive, 3057 days
1086.0
L658
0 years, female, stage:Stage IIB, alive, 2083 days
1044.4
L758
0 years, male, stage:Stage IA, dead, 1562 days
1018.3
L860
0 years, male, stage:Stage IA, alive, 2056 days
937.8
L747
0 years, female, stage:Stage IA, dead, 1112 days
892.6
L756
0 years, male, stage:Stage IB, alive, 1796 days
821.5
L719
0 years, male, stage:Stage IB, alive, 1615 days
804.0
L760
0 years, male, stage:Stage IIA, alive, 1895 days
781.5
L858
0 years, female, stage:Stage IIB, dead, 558 days
769.5
L572
0 years, male, stage:Stage IA, alive, 2532 days
685.5
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
670.0
L884
0 years, male, stage:Stage IIA, alive, 1627 days
563.6
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0090340003
Tumor
0.8
CPT0118340003
Tumor
0.6
CPT0125810003
Tumor
0.6
CPT0104750003
Tumor
0.5
CPT0091860003
Tumor
0.5
CPT0063810003
Tumor
0.5
CPT0001660013
Tumor
0.4
CPT0001060010
Tumor
0.4
CPT0105940003
Tumor
0.4
CPT0068800003
Tumor
0.4
CPT0147480004
Tumor
0.4
CPT0069700003
Tumor
0.4
CPT0067450003
Tumor
0.4
CPT0086750003
Tumor
0.4
CPT0079830003
Tumor
0.4
CPT0092250003
Normal
0.4
CPT0015410003
Tumor
0.3
CPT0090170004
Tumor
0.3
CPT0083780003
Tumor
0.3
CPT0090700003
Tumor
0.3
CPT0053040004
Tumor
0.3
CPT0089340003
Tumor
0.3
CPT0000920017
Tumor
0.3
CPT0086320003
Normal
0.3
CPT0011750003
Normal
0.3
CPT0098130003
Tumor
0.3
CPT0112060003
Tumor
0.3
CPT0084140003
Tumor
0.3
CPT0092930003
Tumor
0.3
CPT0105710003
Tumor
0.3
CPT0114690003
Normal
0.3
CPT0114660004
Tumor
0.3
CPT0146780004
Tumor
0.2
CPT0066780003
Tumor
0.2
CPT0067070003
Tumor
0.2
CPT0114010003
Normal
0.2
CPT0001960003
Tumor
0.2
CPT0113210003
Tumor
0.2
CPT0118200003
Tumor
0.2
CPT0011930003
Normal
0.2
CPT0147900003
Normal
0.2
CPT0106110003
Tumor
0.2
CPT0109740004
Tumor
0.2
CPT0001390003
Normal
0.2
CPT0063750003
Normal
0.2
CPT0147380004
Tumor
0.2
CPT0113990003
Tumor
0.2
CPT0092240003
Tumor
0.2
CPT0148000003
Normal
0.2
CPT0067250003
Tumor
0.2
CPT0146700003
Normal
0.2
CPT0086310003
Tumor
0.2
CPT0021450003
Tumor
0.2
CPT0091240003
Tumor
0.2
CPT0118620003
Tumor
0.2
CPT0110860004
Tumor
0.2
CPT0069360003
Tumor
0.2
CPT0063730003
Tumor
0.1
CPT0082740004
Tumor
0.1
CPT0105630003
Tumor
0.1
CPT0109830004
Tumor
0.1
CPT0147500003
Normal
0.1
CPT0147600003
Normal
0.1
CPT0115070003
Tumor
0.1
CPT0090200003
Normal
0.1
CPT0102450003
Tumor
0.1
CPT0001590003
Normal
0.1
CPT0147980004
Tumor
0.1
CPT0052170004
Tumor
0.1
CPT0086770003
Normal
0.1
CPT0070060003
Tumor
0.1
CPT0104650003
Normal
0.1
CPT0097580003
Tumor
0.1
CPT0092940003
Normal
0.1
CPT0146980004
Tumor
0.1
CPT0066890003
Tumor
0.1
CPT0147080004
Tumor
0.1
CPT0147000003
Normal
0.1
CPT0013880003
Tumor
0.1
CPT0023310003
Tumor
0.1
CPT0008410003
Tumor
0.1
CPT0068100003
Tumor
0.1
CPT0001580009
Tumor
0.1
CPT0001070003
Normal
0.1
CPT0090570004
Tumor
0.1
CPT0109850003
Normal
0.1
CPT0014260003
Tumor
0.1
CPT0104630003
Tumor
0.0
CPT0118570003
Tumor
0.0
CPT0069520003
Tumor
0.0
CPT0090860003
Tumor
0.0
CPT0067110003
Normal
0.0
CPT0105060003
Tumor
0.0
CPT0083140003
Normal
0.0
CPT0068650003
Normal
0.0
CPT0109710003
Normal
0.0
CPT0083100003
Tumor
0.0
CPT0105230003
Tumor
0.0
CPT0148300003
Normal
0.0
CPT0105330003
Tumor
0.0
CPT0082850004
Tumor
0.0
CPT0063840003
Normal
0.0
CPT0052940004
Tumor
0.0
CPT0110980004
Tumor
0.0
CPT0097600003
Normal
0.0
CPT0055100004
Tumor
0.0
CPT0113220003
Normal
0.0
CPT0068610003
Tumor
0.0
CPT0109680004
Tumor
0.0
CPT0118810003
Tumor
0.0
CPT0008450003
Tumor
0.0
CPT0111590003
Normal
0.0
CPT0118160003
Tumor
0.0
CPT0069370003
Normal
0.0
CPT0067940003
Tumor
0.0
CPT0104970003
Tumor
0.0
CPT0066810003
Normal
0.0
CPT0117970003
Tumor
0.0
CPT0146680004
Tumor
-0.1
CPT0013630003
Normal
-0.1
CPT0105600003
Tumor
-0.1
CPT0147100003
Normal
-0.1
CPT0146800003
Normal
-0.1
CPT0105510003
Tumor
-0.1
CPT0105680003
Normal
-0.1
CPT0146880004
Tumor
-0.1
CPT0014290003
Normal
-0.1
CPT0110890003
Normal
-0.1
CPT0148100003
Normal
-0.1
CPT0114840003
Tumor
-0.1
CPT0000930003
Normal
-0.1
CPT0067620003
Tumor
-0.1
CPT0114880003
Normal
-0.1
CPT0011710004
Tumor
-0.1
CPT0118010003
Normal
-0.1
CPT0089360003
Normal
-0.1
CPT0118360003
Normal
-0.1
CPT0111300003
Tumor
-0.1
CPT0090600003
Normal
-0.1
CPT0014930003
Normal
-0.1
CPT0067950003
Normal
-0.1
CPT0118600003
Normal
-0.1
CPT0082770003
Normal
-0.1
CPT0118880003
Tumor
-0.1
CPT0105370004
Normal
-0.1
CPT0146600003
Normal
-0.1
CPT0013600003
Tumor
-0.2
CPT0147880004
Tumor
-0.2
CPT0062810003
Normal
-0.2
CPT0069550003
Normal
-0.2
CPT0105270003
Tumor
-0.2
CPT0015420003
Normal
-0.2
CPT0104760003
Normal
-0.2
CPT0105980003
Normal
-0.2
CPT0067290003
Normal
-0.2
CPT0118890003
Normal
-0.2
CPT0105550003
Normal
-0.2
CPT0091870003
Normal
-0.2
CPT0001380003
Tumor
-0.2
CPT0148200003
Normal
-0.2
CPT0148180004
Tumor
-0.2
CPT0001970003
Normal
-0.2
CPT0051690004
Tumor
-0.2
CPT0118240003
Normal
-0.2
CPT0106100003
Normal
-0.2
CPT0023320003
Normal
-0.2
CPT0111480003
Normal
-0.2
CPT0068130003
Normal
-0.2
CPT0147400003
Normal
-0.2
CPT0001800013
Tumor
-0.2
CPT0102480003
Normal
-0.2
CPT0090720003
Normal
-0.2
CPT0092530003
Tumor
-0.2
CPT0082890003
Normal
-0.2
CPT0008420003
Normal
-0.2
CPT0083390004
Tumor
-0.2
CPT0105010004
Normal
-0.2
CPT0014860003
Tumor
-0.2
CPT0105740003
Normal
-0.3
CPT0084170003
Normal
-0.3
CPT0068830003
Normal
-0.3
CPT0066930003
Normal
-0.3
CPT0091260003
Normal
-0.3
CPT0105610003
Normal
-0.3
CPT0001810003
Normal
-0.3
CPT0001690003
Normal
-0.3
CPT0090370003
Normal
-0.3
CPT0118180003
Normal
-0.3
CPT0067470004
Normal
-0.3
CPT0112080003
Normal
-0.3
CPT0105250003
Normal
-0.3
CPT0118650003
Normal
-0.3
CPT0109760003
Normal
-0.3
CPT0105190003
Normal
-0.3
CPT0115090003
Normal
-0.4
CPT0109700003
Normal
-0.4
CPT0067770003
Normal
-0.4
CPT0011910004
Tumor
-0.4
CPT0083420003
Normal
-0.4
CPT0118830003
Normal
-0.4
CPT0013910003
Normal
-0.5
CPT0147580004
Tumor
-0.5
CPT0109720004
Tumor
-0.5
CPT0148280004
Tumor
-0.5
CPT0079850003
Normal
-0.5
CPT0070080003
Normal
-0.6
CPT0083810003
Normal
-0.6
CPT0069720003
Normal
-0.6
CPT0021490003
Normal
-0.7
CPT0125830003
Normal
-0.8
CPT0090900004
Normal
-0.8
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
CPT0063430003
Tumor
0.9
CPT0191710003
Tumor
0.7
CPT0090440003
Tumor
0.5
CPT0112540003
Tumor
0.5
CPT0087190003
Tumor
0.5
CPT0112580003
Tumor
0.5
CPT0111150004
Tumor
0.5
CPT0236420003
Tumor
0.5
CPT0175390003
Tumor
0.5
CPT0147680004
Tumor
0.5
CPT0237780003
Normal
0.5
CPT0192540004
Tumor
0.4
CPT0204990003
Tumor
0.4
CPT0175260003
Tumor
0.4
CPT0202170003
Tumor
0.4
CPT0130030003
Tumor
0.4
CPT0079100003
Tumor
0.4
CPT0223820003
Normal
0.4
CPT0197150003
Tumor
0.4
CPT0218310003
Normal
0.4
CPT0217420003
Tumor
0.4
CPT0237200004
Tumor
0.3
CPT0112600003
Normal
0.3
CPT0112550003
Normal
0.3
CPT0197090003
Tumor
0.3
CPT0186130003
Tumor
0.3
CPT0136640003
Tumor
0.3
CPT0079050003
Tumor
0.3
CPT0146480004
Tumor
0.3
CPT0219360003
Tumor
0.3
CPT0086260003
Tumor
0.3
CPT0146380004
Tumor
0.3
CPT0083980003
Tumor
0.3
CPT0068280003
Tumor
0.3
CPT0091820003
Tumor
0.3
CPT0209020004
Tumor
0.3
CPT0175120003
Tumor
0.3
CPT0175410003
Normal
0.3
CPT0007740003
Tumor
0.2
CPT0202020008
Tumor
0.2
CPT0208770003
Tumor
0.2
CPT0126470003
Normal
0.2
CPT0130270003
Tumor
0.2
CPT0010060003
Normal
0.2
CPT0147700003
Normal
0.2
CPT0237060004
Tumor
0.2
CPT0104380003
Normal
0.2
CPT0221660003
Normal
0.2
CPT0190550003
Tumor
0.2
CPT0237550004
Tumor
0.2
CPT0146400003
Normal
0.2
CPT0186210003
Normal
0.2
CPT0186180003
Tumor
0.2
CPT0233600003
Tumor
0.2
CPT0197740003
Tumor
0.1
CPT0233640003
Normal
0.1
CPT0227400003
Tumor
0.1
CPT0112730003
Normal
0.1
CPT0237710003
Normal
0.1
CPT0108560003
Tumor
0.1
CPT0112650003
Tumor
0.1
CPT0234790003
Tumor
0.1
CPT0205000003
Normal
0.1
CPT0236430003
Normal
0.1
CPT0245790003
Normal
0.1
CPT0001020003
Tumor
0.1
CPT0245830003
Tumor
0.1
CPT0007760003
Normal
0.1
CPT0136660003
Normal
0.1
CPT0204800003
Tumor
0.1
CPT0218280003
Tumor
0.1
CPT0197210003
Tumor
0.1
CPT0234560003
Tumor
0.1
CPT0063480003
Tumor
0.1
CPT0126810003
Tumor
0.1
CPT0128890003
Tumor
0.1
CPT0237210003
Normal
0.1
CPT0223790003
Tumor
0.1
CPT0098770003
Tumor
0.1
CPT0237970004
Tumor
0.1
CPT0237760003
Tumor
0.1
CPT0104360003
Tumor
0.1
CPT0195510003
Tumor
0.1
CPT0115860003
Normal
0.1
CPT0146500003
Normal
0.1
CPT0227420003
Normal
0.1
CPT0196810003
Tumor
0.1
CPT0187370003
Tumor
0.1
CPT0089880003
Tumor
0.1
CPT0217490003
Normal
0.0
CPT0111000004
Normal
0.0
CPT0237570003
Normal
0.0
CPT0191860003
Tumor
0.0
CPT0237690004
Tumor
0.0
CPT0234930004
Tumor
0.0
CPT0241170003
Tumor
0.0
CPT0233320003
Tumor
0.0
CPT0197860003
Normal
0.0
CPT0197480003
Tumor
0.0
CPT0175270003
Normal
0.0
CPT0237080003
Normal
0.0
CPT0112720003
Tumor
0.0
CPT0202740003
Normal
0.0
CPT0112660003
Normal
0.0
CPT0245840003
Normal
0.0
CPT0187380003
Normal
0.0
CPT0183250004
Tumor
0.0
CPT0104950003
Normal
0.0
CPT0123370003
Normal
0.0
CPT0183270003
Normal
0.0
CPT0219390003
Normal
0.0
CPT0086270003
Normal
0.0
CPT0115830003
Tumor
0.0
CPT0105420003
Tumor
0.0
CPT0209040003
Normal
0.0
CPT0221200003
Tumor
0.0
CPT0197380003
Normal
0.0
CPT0130070003
Normal
0.0
CPT0202720003
Tumor
0.0
CPT0091050003
Tumor
0.0
CPT0208780003
Normal
-0.1
CPT0091610003
Tumor
-0.1
CPT0063440003
Normal
-0.1
CPT0245890003
Normal
-0.1
CPT0238130003
Normal
-0.1
CPT0087210003
Normal
-0.1
CPT0023500003
Normal
-0.1
CPT0102840003
Normal
-0.1
CPT0202350004
Tumor
-0.1
CPT0123350003
Tumor
-0.1
CPT0130410003
Tumor
-0.1
CPT0202220004
Normal
-0.1
CPT0238110004
Tumor
-0.1
CPT0104930003
Tumor
-0.1
CPT0091620003
Normal
-0.1
CPT0126530003
Tumor
-0.1
CPT0227070003
Normal
-0.1
CPT0232670003
Tumor
-0.1
CPT0147180004
Tumor
-0.1
CPT0195520003
Normal
-0.1
CPT0126390003
Tumor
-0.1
CPT0063500003
Normal
-0.1
CPT0221220003
Normal
-0.1
CPT0241210003
Normal
-0.1
CPT0191930003
Normal
-0.1
CPT0221650003
Tumor
-0.1
CPT0197170003
Normal
-0.1
CPT0126830003
Normal
-0.1
CPT0207210003
Tumor
-0.1
CPT0128900003
Normal
-0.1
CPT0101130003
Tumor
-0.1
CPT0222730003
Tumor
-0.1
CPT0209510003
Normal
-0.1
CPT0079060003
Normal
-0.1
CPT0069890003
Tumor
-0.1
CPT0204660003
Normal
-0.1
CPT0064040003
Tumor
-0.1
CPT0001030003
Normal
-0.2
CPT0126760003
Normal
-0.2
CPT0010050003
Tumor
-0.2
CPT0102790003
Tumor
-0.2
CPT0108600003
Normal
-0.2
CPT0191750003
Normal
-0.2
CPT0234820003
Normal
-0.2
CPT0126450003
Tumor
-0.2
CPT0079110003
Normal
-0.2
CPT0245880003
Tumor
-0.2
CPT0091090003
Normal
-0.2
CPT0197520003
Normal
-0.2
CPT0225380003
Tumor
-0.2
CPT0098800003
Normal
-0.2
CPT0202530004
Tumor
-0.2
CPT0245780003
Tumor
-0.2
CPT0130440004
Normal
-0.2
CPT0126400003
Normal
-0.2
CPT0186140003
Normal
-0.2
CPT0237410004
Tumor
-0.3
CPT0202040003
Normal
-0.3
CPT0068320003
Normal
-0.3
CPT0023470003
Tumor
-0.3
CPT0130310003
Normal
-0.3
CPT0237430003
Normal
-0.3
CPT0233160003
Normal
-0.3
CPT0234580003
Normal
-0.3
CPT0175560003
Tumor
-0.3
CPT0105430003
Normal
-0.3
CPT0126740003
Tumor
-0.3
CPT0222740003
Normal
-0.3
CPT0233120003
Tumor
-0.3
CPT0237990003
Normal
-0.3
CPT0232690003
Normal
-0.3
CPT0225470003
Normal
-0.3
CPT0204600003
Tumor
-0.3
CPT0147200003
Normal
-0.3
CPT0117720003
Tumor
-0.4
CPT0207250003
Normal
-0.4
CPT0175160003
Normal
-0.4
CPT0196820003
Normal
-0.4
CPT0126670003
Tumor
-0.4
CPT0202400004
Normal
-0.4
CPT0083990003
Normal
-0.4
CPT0202580004
Normal
-0.4
CPT0227020003
Tumor
-0.4
CPT0064050003
Normal
-0.4
CPT0233330003
Normal
-0.5
CPT0197100003
Normal
-0.5
CPT0204820003
Normal
-0.5
CPT0209490003
Tumor
-0.6
CPT0192590004
Normal
-0.6
CPT0117770003
Normal
-0.7
CPT0234950004
Normal
-0.8
CPT0069900003
Normal
-1.0
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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.