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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.
DDIT4 is not prognostic in Kidney Chromophobe (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
45.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
320.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
296.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
161.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
147.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
93.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
90.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
87.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
77.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
73.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
67.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
66.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
63.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
61.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
59.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
57.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
57.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
50.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
50.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
46.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
44.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
44.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
41.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
39.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
39.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
37.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
35.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
35.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
32.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
31.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
30.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
30.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
29.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
28.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
27.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
26.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
26.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
24.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
24.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
22.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
21.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
19.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
16.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
16.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
11.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
10.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
8.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 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.
DDIT4 is not prognostic in Kidney Renal Clear 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
302.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
2330.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1200.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1109.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1077.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1071.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1037.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
957.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
921.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
920.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
919.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
888.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
872.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
841.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
791.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
783.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
765.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
723.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
723.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
699.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
697.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
694.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
692.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
688.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
684.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
681.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
680.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
664.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
663.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
655.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
651.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
641.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
641.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
636.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
630.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
626.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
622.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
620.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
615.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
614.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
609.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
606.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
595.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
595.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
593.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
592.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
588.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
582.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
576.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
573.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
572.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
572.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
571.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
571.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
570.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
569.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
569.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
568.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
568.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
566.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
565.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
564.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
563.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
552.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
548.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
535.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
528.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
525.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
520.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
517.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
517.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
514.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
510.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
509.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
508.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
507.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
504.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
502.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
495.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
494.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
492.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
487.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
484.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
483.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
474.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
471.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
466.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
466.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
464.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
461.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
457.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
455.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
455.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
454.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
447.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
447.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
444.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
443.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
443.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
442.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
439.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
438.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
436.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
435.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
435.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
433.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
433.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
428.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
428.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
428.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
425.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
424.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
424.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
422.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
421.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
419.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
418.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
417.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
417.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
416.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
414.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
414.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
406.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
402.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
401.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
399.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
396.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
396.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
396.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
393.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
392.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
390.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
387.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
385.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
385.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
382.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
381.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
381.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
380.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
380.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
379.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
378.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
377.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
375.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
374.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
371.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
370.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
370.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
369.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
367.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
365.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
364.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
363.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
359.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
359.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
359.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
358.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
358.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
357.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
356.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
353.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
352.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
350.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
349.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
348.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
348.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
347.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
346.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
346.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
343.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
341.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
341.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
340.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
340.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
339.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
338.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
338.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
336.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
334.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
334.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
334.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
332.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
331.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
331.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
329.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
328.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
328.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
327.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
327.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
325.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
325.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
322.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
322.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
319.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
318.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
318.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
316.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
316.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
316.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
315.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
314.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
314.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
313.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
310.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
309.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
309.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
309.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
308.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
308.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
307.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
307.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
307.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
304.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
303.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
302.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
301.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
301.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
300.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
299.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
297.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
297.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
295.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
295.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
294.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
293.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
289.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
288.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
288.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
287.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
287.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
287.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
286.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
286.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
285.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
284.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
283.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
281.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
279.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
278.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
277.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
277.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
277.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
277.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
276.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
276.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
276.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
275.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
275.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
274.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
274.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
274.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
273.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
273.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
273.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
272.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
271.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
270.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
269.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
268.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
265.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
261.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
259.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
258.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
257.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
255.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
253.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
253.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
253.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
253.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
253.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
252.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
251.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
251.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
250.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
250.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
249.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
249.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
248.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
247.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
246.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
245.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
245.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
245.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
244.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
242.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
241.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
238.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
238.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
238.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
236.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
236.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
234.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
233.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
232.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
232.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
231.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
230.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
229.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
229.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
226.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
226.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
225.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
224.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
224.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
222.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
222.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
222.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
220.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
220.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
219.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
218.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
218.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
218.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
215.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
215.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
214.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
213.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
213.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
213.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
212.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
211.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
211.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
211.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
210.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
210.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
209.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
209.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
208.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
208.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
207.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
205.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
205.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
205.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
205.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
204.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
198.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
197.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
196.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
195.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
195.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
194.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
194.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
193.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
192.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
191.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
191.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
191.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
191.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
190.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
190.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
189.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
188.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
188.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
187.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
187.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
186.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
184.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
183.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
183.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
182.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
180.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
180.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
179.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
178.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
178.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
177.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
173.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
172.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
172.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
172.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
172.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
171.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
171.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
169.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
168.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
167.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
167.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
167.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
167.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
166.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
166.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
166.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
163.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
163.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
162.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
162.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
162.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
160.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
160.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
160.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
160.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
159.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
157.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
157.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
156.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
155.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
152.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
151.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
151.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
151.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
149.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
149.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
149.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
148.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
148.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
147.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
146.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
146.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
144.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
144.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
144.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
144.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
143.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
143.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
141.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
141.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
139.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
137.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
136.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
136.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
136.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
135.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
135.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
134.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
134.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
134.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
134.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
132.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
131.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
130.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
127.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
126.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
125.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
124.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
121.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
121.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
121.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
121.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
121.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
118.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
117.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
117.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
117.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
117.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
116.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
116.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
114.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
114.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
114.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
112.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
109.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
107.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
107.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
105.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
105.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
105.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
104.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
103.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
102.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
101.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
100.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
100.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
100.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
99.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
99.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
97.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
96.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
96.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
95.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
95.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
94.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
88.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
87.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
86.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
82.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
82.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
81.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
80.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
75.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
73.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
72.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
71.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
70.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
69.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
68.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
65.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
64.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
61.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
59.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
57.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
57.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
56.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
56.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
54.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
53.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
53.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
52.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
52.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
51.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
49.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
49.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
48.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
46.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
44.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
41.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
39.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
38.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
35.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
33.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
32.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
31.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
29.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
29.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
28.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
28.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
27.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
27.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
24.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
19.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 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.
DDIT4 is not prognostic in Kidney Renal Clear 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
362.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1794.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1646.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1242.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1188.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1107.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
994.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
915.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
911.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
872.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
801.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
775.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
712.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
667.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
647.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
600.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
540.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
539.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
534.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
522.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
501.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
488.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
485.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
468.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
465.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
463.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
450.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
441.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
440.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
414.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
413.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
406.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
403.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
382.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
368.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
363.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
357.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
343.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
333.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
331.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
330.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
326.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
317.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
307.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
297.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
293.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
267.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
264.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
259.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
254.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
250.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
247.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
246.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
241.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
239.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
231.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
228.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
227.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
225.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
215.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
213.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
207.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
207.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
204.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
197.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
188.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
188.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
187.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
186.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
177.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
170.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
169.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
167.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
164.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
163.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
161.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
159.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
155.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
153.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
144.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
143.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
141.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
138.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
136.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
130.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
129.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
123.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
118.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
117.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
113.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
110.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
107.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
93.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
89.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
84.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
70.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
69.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
45.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
34.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
29.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
DDIT4 is not prognostic in Kidney Renal Papillary 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
103.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
832.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
780.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
625.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
606.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
430.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
407.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
400.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
389.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
375.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
322.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
320.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
316.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
305.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
300.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
298.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
288.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
287.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
282.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
253.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
252.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
238.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
236.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
235.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
233.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
230.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
229.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
228.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
228.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
215.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
212.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
211.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
210.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
209.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
205.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
199.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
196.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
196.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
195.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
195.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
194.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
185.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
179.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
176.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
172.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
164.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
163.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
162.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
162.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
161.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
160.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
159.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
158.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
156.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
154.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
154.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
153.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
153.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
151.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
150.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
149.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
149.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
148.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
147.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
146.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
140.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
138.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
136.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
130.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
130.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
128.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
128.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
125.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
121.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
121.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
121.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
120.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
120.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
120.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
120.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
119.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
119.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
118.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
117.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
116.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
112.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
112.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
112.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
111.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
105.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
105.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
104.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
104.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
104.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
104.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
103.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
102.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
102.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
102.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
100.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
99.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
99.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
98.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
98.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
98.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
98.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
97.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
97.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
96.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
96.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
94.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
93.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
92.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
92.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
91.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
87.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
87.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
86.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
85.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
84.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
83.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
83.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
81.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
81.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
80.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
79.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
79.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
79.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
78.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
77.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
77.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
76.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
76.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
76.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
75.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
75.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
75.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
74.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
73.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
73.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
72.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
71.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
70.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
70.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
69.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
69.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
69.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
69.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
68.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
66.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
65.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
65.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
64.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
64.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
63.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
63.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
63.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
63.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
63.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
61.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
61.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
60.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
59.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
59.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
57.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
57.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
56.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
56.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
56.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
55.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
55.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
55.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
54.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
54.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
53.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
52.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
51.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
51.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
51.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
50.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
50.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
49.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
49.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
49.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
48.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
48.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
48.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
48.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
48.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
47.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
47.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
47.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
47.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
46.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
46.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
45.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
45.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
45.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
45.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
44.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
43.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
43.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
43.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
43.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
42.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
41.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
41.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
41.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
41.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
39.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
38.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
38.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
37.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
37.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
36.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
36.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
36.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
35.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
35.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
35.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
33.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
32.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
32.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
32.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
31.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
30.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
29.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
29.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
29.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
28.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
28.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
28.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
27.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
27.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
27.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
27.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
26.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
25.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
24.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
23.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
23.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
23.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
22.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
22.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
21.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
21.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
20.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
20.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
20.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
19.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
19.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
16.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
13.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
7.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL 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.