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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.
CITED4 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
25.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
103.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
71.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
69.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
66.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
65.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
59.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
51.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
51.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
50.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
49.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
45.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
45.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
41.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
38.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
36.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
34.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
32.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
32.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
32.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
30.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
29.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
27.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
27.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
26.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
25.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
25.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
24.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
15.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
14.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
14.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
7.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
4.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
CITED4 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
170.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
159.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
110.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
107.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
81.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
77.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
77.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
74.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
72.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
67.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
66.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
63.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
63.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
62.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
61.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
60.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
60.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
58.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
56.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
54.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
52.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
52.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
51.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
50.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
47.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
44.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
44.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
44.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
43.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
42.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
42.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
41.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
41.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
41.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
41.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
40.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
40.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
40.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
40.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
40.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
40.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
40.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
39.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
39.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
39.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
39.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
38.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
38.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
37.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
37.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
36.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
36.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
36.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
36.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
35.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
35.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
35.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
35.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
35.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
35.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
35.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
35.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
35.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
34.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
34.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
34.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
33.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
33.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
33.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
32.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
32.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
31.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
31.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
31.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
31.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
31.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
31.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
30.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
30.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
30.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
30.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
30.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
29.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
29.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
29.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
29.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
29.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
28.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
28.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
28.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
28.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
28.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
28.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
27.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
27.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
27.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
27.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
27.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
27.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
26.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
26.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
25.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
25.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
25.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
25.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
24.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
24.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
24.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
24.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
24.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
23.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
23.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
23.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
23.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
23.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
23.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
23.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
23.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
23.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
22.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
22.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
22.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
22.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
21.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
21.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
21.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
21.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
21.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
20.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
20.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
20.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
20.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
20.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
20.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
20.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
19.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
19.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
19.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
19.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
19.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
18.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
18.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
18.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
18.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
18.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
18.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
18.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
17.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
17.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
17.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
17.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
17.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
17.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
17.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
17.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
16.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
16.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
16.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
15.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
15.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
14.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
14.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
14.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
12.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
12.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
12.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
12.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
12.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
12.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
11.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
11.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
11.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
11.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
10.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
10.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
10.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
9.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
9.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
9.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
8.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
8.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
8.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
7.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
7.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
7.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
7.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
7.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
7.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
7.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
6.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
6.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
6.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
6.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
6.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
6.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
5.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
5.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
5.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
5.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
5.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
5.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
4.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
4.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
4.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
4.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
4.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
4.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
3.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
3.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
2.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
2.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.5
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.
CITED4 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
35.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
113.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
112.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
97.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
90.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
69.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
67.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
65.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
64.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
63.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
62.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
58.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
58.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
54.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
53.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
48.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
47.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
47.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
46.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
45.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
45.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
44.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
44.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
44.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
42.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
42.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
41.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
41.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
40.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
39.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
39.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
39.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
38.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
37.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
37.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
37.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
36.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
35.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
35.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
33.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
33.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
33.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
32.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
32.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
31.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
31.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
30.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
30.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
29.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
28.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
27.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
27.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
26.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
26.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
25.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
25.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
24.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
24.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
23.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
23.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
22.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
21.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
18.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
18.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
16.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
12.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
11.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 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.
CITED4 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
64.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
479.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
391.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
381.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
359.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
308.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
298.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
255.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
241.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
238.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
225.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
225.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
221.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
219.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
208.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
207.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
207.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
201.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
198.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
191.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
182.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
180.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
179.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
168.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
163.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
160.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
159.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
154.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
151.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
146.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
142.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
133.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
131.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
128.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
128.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
126.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
122.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
121.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
120.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
118.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
117.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
117.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
114.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
112.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
105.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
102.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
101.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
101.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
98.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
95.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
94.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
93.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
91.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
89.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
87.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
87.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
86.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
85.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
85.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
84.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
84.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
81.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
80.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
80.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
80.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
78.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
77.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
77.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
77.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
76.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
76.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
75.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
74.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
74.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
73.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
73.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
73.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
73.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
72.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
72.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
72.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
72.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
72.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
71.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
71.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
70.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
69.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
69.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
69.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
69.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
68.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
65.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
65.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
64.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
64.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
64.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
64.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
63.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
62.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
59.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
59.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
58.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
58.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
58.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
58.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
57.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
57.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
57.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
56.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
56.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
55.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
54.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
54.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
53.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
52.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
52.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
52.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
51.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
50.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
49.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
49.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
49.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
49.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
49.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
48.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
47.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
47.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
46.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
46.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
46.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
46.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
46.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
45.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
45.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
45.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
44.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
44.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
44.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
42.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
42.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
42.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
42.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
41.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
40.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
39.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
39.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
38.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
38.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
38.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
38.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
37.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
36.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
36.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
36.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
36.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
35.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
35.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
35.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
34.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
34.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
34.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
34.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
34.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
33.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
33.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
33.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
33.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
33.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
33.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
32.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
32.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
32.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
31.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
31.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
30.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
30.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
30.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
29.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
29.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
29.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
29.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
28.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
28.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
28.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
28.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
27.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
27.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
26.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
26.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
26.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
26.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
25.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
25.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
25.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
25.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
24.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
24.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
24.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
23.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
22.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
21.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
21.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
20.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
19.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
18.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
18.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
18.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
17.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
17.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
17.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
15.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
13.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
13.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
10.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
9.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
9.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
5.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
5.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
4.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
2.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
