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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.
ITPRIP 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
14.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
49.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
43.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
34.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
33.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
32.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
27.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
26.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
22.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
21.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
21.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
20.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
18.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
17.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
14.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
14.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
13.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
9.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
8.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
ITPRIP is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
130.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
128.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
98.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
96.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
93.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
90.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
90.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
87.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
87.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
84.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
84.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
81.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
80.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
80.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
77.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
74.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
74.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
73.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
72.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
71.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
70.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
70.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
69.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
68.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
68.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
68.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
68.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
68.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
67.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
66.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
65.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
65.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
63.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
61.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
61.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
61.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
60.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
60.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
59.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
59.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
59.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
57.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
57.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
57.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
57.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
56.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
55.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
55.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
55.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
55.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
54.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
54.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
54.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
54.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
54.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
54.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
54.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
53.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
52.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
52.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
52.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
52.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
51.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
51.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
51.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
51.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
51.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
51.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
51.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
51.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
50.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
50.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
50.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
50.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
50.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
50.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
50.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
49.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
49.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
49.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
49.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
49.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
48.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
47.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
46.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
46.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
45.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
45.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
45.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
45.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
44.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
44.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
44.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
43.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
43.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
43.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
43.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
43.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
42.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
42.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
42.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
42.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
42.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
42.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
42.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
41.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
41.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
41.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
41.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
41.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
41.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
41.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
41.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
40.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
40.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
40.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
40.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
40.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
40.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
40.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
40.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
40.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
40.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
40.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
40.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
39.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
39.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
39.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
39.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
38.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
38.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
38.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
38.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
38.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
38.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
38.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
38.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
37.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
37.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
37.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
37.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
37.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
37.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
37.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
36.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
36.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
36.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
36.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
36.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
36.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
35.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
35.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
35.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
35.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
35.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
35.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
34.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
34.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
34.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
34.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
34.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
34.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
34.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
34.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
34.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
34.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
33.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
33.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
33.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
33.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
33.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
33.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
33.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
33.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
32.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
32.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
32.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
32.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
32.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
32.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
32.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
32.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
31.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
31.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
31.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
31.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
30.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
30.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
30.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
30.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
30.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
30.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
30.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
30.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
30.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
30.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
30.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
30.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
30.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
30.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
29.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
29.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
29.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
29.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
29.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
29.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
29.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
28.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
28.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
28.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
28.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
28.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
28.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
28.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
27.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
27.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
27.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
27.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
27.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
27.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
27.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
27.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
26.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
26.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
26.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
26.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
26.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
26.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
26.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
26.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
26.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
26.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
26.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
25.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
25.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
25.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
25.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
24.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
24.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
24.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
24.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
24.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
24.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
24.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
24.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
23.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
23.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
23.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
23.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
22.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
22.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
22.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
22.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
22.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
21.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
21.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
21.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
21.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
21.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
21.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
20.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
20.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
19.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
19.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
19.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
18.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
18.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
18.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
18.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
17.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
17.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
17.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
17.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
16.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
16.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
16.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
15.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
14.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
14.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
14.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
13.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
12.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
11.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
11.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
8.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
6.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
4.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
3.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
ITPRIP is validated prognostic, high expression is favorable 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
29.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
146.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
94.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
85.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
75.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
70.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
69.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
67.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
64.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
59.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
56.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
49.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
45.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
44.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
44.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
43.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
43.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
43.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
42.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
41.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
40.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
40.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
39.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
39.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
38.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
36.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
35.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
35.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
34.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
33.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
33.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
33.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
32.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
31.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
31.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
31.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
30.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
29.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
29.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
27.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
26.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
24.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
24.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
23.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
22.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
21.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
16.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
7.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
6.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
6.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
6.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
6.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
6.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
5.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
5.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
ITPRIP 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
11.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
57.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
44.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
41.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
34.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
32.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
31.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
31.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
31.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
30.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
30.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
28.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
28.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
27.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
27.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
25.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
25.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
25.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
23.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
23.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
22.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
21.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
20.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
18.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
17.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
16.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
15.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
14.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
14.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
13.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
13.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
13.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
12.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
12.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
12.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
12.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
12.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
11.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
11.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
11.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
11.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
10.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
10.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
10.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
9.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
9.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
9.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
9.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
9.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
9.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
9.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
9.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
8.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
8.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
8.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
8.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
8.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
7.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
7.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
6.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
6.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
6.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
6.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
6.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
6.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
6.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
6.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
6.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
5.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
5.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
5.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
5.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
5.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
5.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
4.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
4.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
4.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
4.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
4.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
4.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
3.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
3.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
3.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
2.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066470004
Tumor
1.1
CPT0064370003
Tumor
1.1
CPT0006440003
Tumor
1.0
CPT0088630003
Tumor
1.0
CPT0065870003
Tumor
1.0
CPT0012180003
Tumor
1.0
CPT0077310003
Tumor
1.0
CPT0086870003
Tumor
1.0
CPT0000640003
Tumor
0.9
CPT0024670003
Tumor
0.9
CPT0092730003
Tumor
0.8
CPT0086030003
Tumor
0.8
CPT0007320003
Tumor
0.8
CPT0081600003
Tumor
0.8
CPT0079230003
Tumor
0.8
CPT0086360003
Tumor
0.8
CPT0065690003
Tumor
0.8
CPT0065750003
Tumor
0.8
CPT0088760003
Tumor
0.7
CPT0006630003
Tumor
0.7
CPT0078990003
Tumor
0.7
CPT0087040003
Tumor
0.7
CPT0015910003
Tumor
0.7
CPT0001260009
Tumor
0.7
CPT0023690003
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0092160003
Tumor
0.7
CPT0069000003
Tumor
0.7
CPT0010160003
Tumor
0.6
CPT0078930003
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0025290003
Tumor
0.6
CPT0020120003
Tumor
0.6
CPT0014370004
Tumor
0.6
CPT0025170003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0025580004
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0015810003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0026410003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0001540009
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0011410003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0001510001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0084590001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0089480003
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0023350003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0001340003
Tumor
-0.3
CPT0006530001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0012550003
Tumor
-0.3
CPT0069190001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0011240003
Tumor
-0.4
CPT0079300001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0086950003
Tumor
-0.4
CPT0025920001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0077140001
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0088920001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0012290003
Normal
-0.5
CPT0007870001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0010120001
Normal
-0.5
CPT0001190001
Normal
-0.6
CPT0007470001
Normal
-0.6
CPT0076350001
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0000790001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0006730001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0086970003
Normal
-0.7
CPT0069010001
Normal
-0.7
CPT0012640003
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0018250001
Normal
-0.8
CPT0012090003
Normal
-0.8
CPT0014160003
Tumor
-0.8
CPT0079430001
Normal
-0.8
CPT0012570003
Normal
-0.9
CPT0082010001
Normal
-0.9
CPT0025060001
Normal
-1.1
CPT0092290003
Tumor
-1.6
CPT0012920003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0009080003
Normal
N/A
CPT0009060003
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.
The Human Protein Atlas project is funded
