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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.
TXNRD2 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
39.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
92.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
82.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
81.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
71.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
62.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
60.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
59.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
54.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
52.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
51.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
51.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
51.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
49.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
48.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
47.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
46.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
45.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
43.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
42.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
42.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
42.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
42.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
41.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
41.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
40.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
40.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
39.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
39.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
39.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
39.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
38.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
38.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
38.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
36.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
36.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
36.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
36.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
36.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
35.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
35.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
34.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
33.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
33.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
33.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
32.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
31.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
30.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
30.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
28.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
26.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
26.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
26.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
26.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
25.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
20.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 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.
TXNRD2 is potential prognostic, high expression is favorable 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
12.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
80.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
40.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
37.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
35.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
34.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
34.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
31.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
31.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
30.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
30.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
29.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
29.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
28.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
27.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
24.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
24.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
22.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
22.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
21.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
21.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
20.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
20.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
20.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
20.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
20.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
19.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
19.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
19.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
18.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
18.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
18.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
18.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
17.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
17.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
17.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
17.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
16.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
16.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
16.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
16.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
15.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
15.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
15.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
14.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
14.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
14.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
14.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
14.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
14.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
13.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
13.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
13.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
13.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
13.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
12.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
12.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
12.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
12.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
12.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
12.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
12.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
11.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
11.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
11.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
11.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
11.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
11.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
11.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
11.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
10.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
10.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
10.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
10.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
10.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
10.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
10.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
10.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
9.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
9.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
9.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
9.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
9.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
9.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
8.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
8.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
8.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
8.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
8.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
8.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
8.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
8.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
7.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
7.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
7.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
6.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
6.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
5.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
5.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
5.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
3.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
TXNRD2 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
13.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
34.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
24.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
22.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
22.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
18.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
17.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
15.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
15.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
15.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
13.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
13.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
12.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
12.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
12.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
12.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
11.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
11.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
11.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
11.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
11.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
10.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
9.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
8.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
8.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
7.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
5.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.7
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.
TXNRD2 is potential prognostic, high expression is favorable 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
21.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
69.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
66.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
63.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
56.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
53.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
52.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
51.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
50.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
49.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
49.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
48.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
45.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
44.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
44.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
44.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
44.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
41.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
41.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
39.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
39.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
39.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
38.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
37.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
36.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
36.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
35.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
35.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
35.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
35.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
34.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
34.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
34.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
34.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
33.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
33.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
32.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
32.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
31.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
31.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
30.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
29.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
29.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
29.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
29.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
29.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
28.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
28.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
28.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
28.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
28.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
27.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
27.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
27.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
27.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
27.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
26.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
26.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
26.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
26.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
26.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
25.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
25.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
25.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
25.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
25.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
25.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
25.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
25.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
25.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
24.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
24.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
24.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
24.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
24.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
24.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
24.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
24.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
24.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
23.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
23.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
23.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
23.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
23.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
23.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
23.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
23.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
23.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
23.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
22.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
22.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
22.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
22.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
22.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
22.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
22.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
22.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
21.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
21.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
21.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
21.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
20.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
20.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
20.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
20.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
20.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
20.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
20.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
20.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
20.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
20.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
19.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
19.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
19.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
18.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
18.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
18.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
18.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
18.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
18.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
18.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
17.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
17.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
17.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
16.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
16.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
16.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
16.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
15.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
15.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
13.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
12.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
12.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
12.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
12.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
11.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
10.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
10.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
10.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
9.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
8.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
8.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
8.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
8.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
7.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
7.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
3.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
3.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
2.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
2.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.1
CPT0009080003
Normal
1.0
CPT0012770003
Normal
1.0
CPT0079180003
Tumor
0.9
CPT0081620001
Normal
0.9
CPT0025610001
Normal
0.9
CPT0088780001
Normal
0.9
CPT0023710001
Normal
0.8
CPT0077500001
Normal
0.8
CPT0078840001
Normal
0.8
CPT0023360001
Normal
0.8
CPT0026420001
Normal
0.8
CPT0010170001
Normal
0.8
CPT0069010001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0079000001
Normal
0.7
CPT0065450001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0088920001
Normal
0.7
CPT0000790001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0002270011
Tumor
0.6
CPT0006950001
Normal
0.6
CPT0088500001
Normal
0.6
CPT0077140001
Normal
0.6
CPT0007470001
Normal
0.6
CPT0088640003
Normal
0.6
CPT0063640001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0092740003
Normal
0.6
CPT0013790003
Normal
0.5
CPT0020020001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0079430001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0018250001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0001230001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0007870001
Normal
0.5
CPT0082010001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0076350001
Normal
0.4
CPT0001550001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0000890001
Normal
0.4
CPT0012570003
Normal
0.4
CPT0024680001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0078940001
Normal
0.4
CPT0009020003
Normal
0.3
CPT0019160001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0088570001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0014350001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0075570001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0025920001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0002370001
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0088710001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0078800003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0009060003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0075170001
Normal
-0.1
CPT0010120001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0001270001
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0000870016
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0076330003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0064370003
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0010160003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0063320003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0019130003
Tumor
-0.6
CPT0077320001
Normal
-0.7
CPT0084590001
Normal
-0.7
CPT0007860003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0014370004
Tumor
-0.7
CPT0006630003
Tumor
-0.7
CPT0025170003
Tumor
-0.7
CPT0009000003
Tumor
-0.7
CPT0065430003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0092190003
Normal
-0.7
CPT0086950003
Tumor
-0.7
CPT0079410003
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0075720003
Tumor
-0.8
CPT0012370003
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0088630003
Tumor
-0.8
CPT0077310003
Tumor
-0.8
CPT0014160003
Tumor
-0.8
CPT0025880003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0066480003
Tumor
-0.8
CPT0078830003
Tumor
-0.8
CPT0092730003
Tumor
-0.8
CPT0063630003
Tumor
-0.8
CPT0088480003
Tumor
-0.9
CPT0092790003
Tumor
-0.9
CPT0006900003
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0069160003
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0012180003
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0077490003
Tumor
-0.9
CPT0087040003
Tumor
-1.0
CPT0015910003
Tumor
-1.0
CPT0081880003
Tumor
-1.0
CPT0075560003
Tumor
-1.0
CPT0081600003
Tumor
-1.0
CPT0010110003
Tumor
-1.0
CPT0065930003
Tumor
-1.0
CPT0001340003
Tumor
-1.0
CPT0088760003
Tumor
-1.0
CPT0000640003
Tumor
-1.0
CPT0065870003
Tumor
-1.0
CPT0025350003
Tumor
-1.0
CPT0015730003
Tumor
-1.0
CPT0066470004
Tumor
-1.0
CPT0011410003
Tumor
-1.1
CPT0085670003
Tumor
-1.1
CPT0023690003
Tumor
-1.1
CPT0025580004
Tumor
-1.1
CPT0015810003
Tumor
-1.1
CPT0017410003
Tumor
-1.1
CPT0017850003
Tumor
-1.1
CPT0012080003
Tumor
-1.1
CPT0025230003
Tumor
-1.2
CPT0078930003
Tumor
-1.2
CPT0002350011
Tumor
-1.2
CPT0065750003
Tumor
-1.2
CPT0025110003
Tumor
-1.3
CPT0012280003
Tumor
-1.3
CPT0021240003
Tumor
-1.3
CPT0079230003
Tumor
-1.4
CPT0025290003
Tumor
-1.4
CPT0065690003
Tumor
-1.4
CPT0079380003
Tumor
-1.5
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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.
The Human Protein Atlas project is funded
