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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.
TP53INP2 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
75.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
169.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
167.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
153.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
144.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
138.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
134.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
128.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
125.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
125.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
124.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
116.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
111.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
111.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
110.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
106.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
104.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
96.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
93.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
92.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
92.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
91.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
88.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
87.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
83.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
82.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
81.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
78.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
75.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
73.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
69.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
68.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
68.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
67.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
64.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
64.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
58.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
58.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
58.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
54.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
54.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
53.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
52.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
51.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
49.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
49.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
49.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
49.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
49.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
48.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
47.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
46.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
44.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
41.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
40.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
39.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
37.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
36.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
35.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
34.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
33.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
32.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
18.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
TP53INP2 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
33.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
105.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
102.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
97.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
92.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
84.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
80.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
79.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
78.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
77.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
75.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
75.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
72.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
72.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
68.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
67.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
67.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
66.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
65.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
65.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
65.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
65.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
65.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
64.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
64.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
63.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
62.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
62.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
61.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
61.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
61.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
60.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
60.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
59.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
59.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
59.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
59.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
58.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
58.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
58.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
58.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
57.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
57.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
57.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
57.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
57.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
56.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
56.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
56.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
55.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
55.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
55.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
55.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
54.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
54.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
54.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
53.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
53.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
53.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
52.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
52.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
52.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
52.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
51.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
51.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
51.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
51.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
51.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
51.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
51.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
51.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
51.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
50.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
50.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
50.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
50.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
50.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
49.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
49.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
48.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
48.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
48.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
48.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
47.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
47.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
47.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
47.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
47.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
47.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
46.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
46.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
46.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
45.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
45.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
45.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
45.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
45.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
44.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
44.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
44.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
44.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
44.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
44.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
44.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
44.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
44.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
44.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
44.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
43.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
43.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
43.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
43.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
43.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
43.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
43.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
42.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
42.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
42.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
42.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
42.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
42.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
42.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
42.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
42.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
42.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
42.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
41.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
41.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
41.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
41.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
41.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
41.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
41.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
41.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
41.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
41.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
41.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
41.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
41.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
41.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
40.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
40.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
40.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
40.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
40.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
40.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
40.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
40.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
39.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
39.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
39.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
39.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
39.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
39.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
39.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
39.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
39.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
38.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
38.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
38.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
38.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
38.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
38.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
38.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
38.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
38.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
38.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
38.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
37.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
37.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
37.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
37.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
37.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
37.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
36.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
36.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
36.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
36.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
36.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
36.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
36.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
36.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
36.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
36.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
35.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
35.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
35.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
35.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
35.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
35.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
35.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
34.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
34.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
34.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
34.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
34.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
34.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
34.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
34.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
34.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
34.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
34.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
33.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
33.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
33.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
33.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
33.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
33.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
33.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
33.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
33.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
33.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
33.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
33.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
33.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
33.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
33.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
32.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
32.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
32.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
32.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
32.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
32.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
32.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
32.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
32.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
32.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
32.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
32.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
32.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
32.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
32.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
32.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
31.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
31.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
31.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
31.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
31.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
31.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
31.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
31.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
31.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
31.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
31.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
31.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
30.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
30.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
30.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
30.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
30.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
30.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
30.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
30.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
29.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
29.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
29.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
29.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
29.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
29.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
29.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
29.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
29.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
29.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
28.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
28.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
28.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
28.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
28.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
28.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
28.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
28.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
27.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
27.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
27.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
27.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
27.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
27.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
27.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
27.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
27.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
27.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
27.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
27.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
27.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
27.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
27.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
27.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
27.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
27.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
27.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
27.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
27.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
27.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
27.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
26.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
26.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
26.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
26.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
26.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
26.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
26.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
26.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
26.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
26.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
26.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
26.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
26.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
25.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
25.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
25.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
25.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
25.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
25.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
25.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
24.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
24.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
24.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
24.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
24.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
24.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
24.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
24.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
24.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
24.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
24.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
23.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
23.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
23.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
23.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
23.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
23.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
23.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
23.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
22.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
22.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
22.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
22.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
22.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
22.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
22.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
22.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
21.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
21.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
21.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
20.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
20.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
19.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
19.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
19.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
19.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
19.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
17.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
17.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
16.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
15.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
15.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
15.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
13.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
13.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
13.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
13.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
11.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 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.
TP53INP2 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
31.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
69.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
59.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
58.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
56.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
54.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
51.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
47.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
47.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
47.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
46.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
46.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
46.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
45.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
43.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
42.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
42.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
42.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
40.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
40.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
39.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
39.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
39.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
39.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
39.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
39.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
37.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
37.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
36.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
36.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
34.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
34.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
33.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
33.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
33.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
32.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
31.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
31.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
31.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
31.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
31.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
31.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
30.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
30.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
29.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
28.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
28.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
27.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
27.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
27.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
26.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
26.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
25.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
25.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
23.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
22.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
20.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
20.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
19.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
14.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
14.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
12.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
8.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
TP53INP2 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
135.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
99.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
86.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
81.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
80.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
80.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
71.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
71.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
66.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
64.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
64.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
62.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
57.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
57.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
56.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
55.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
53.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
52.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
51.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
49.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
49.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
47.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
47.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
46.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
45.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
44.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
44.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
43.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
42.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
42.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
42.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
41.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
41.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
40.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
39.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
39.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
39.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
39.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
38.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
38.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
37.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
37.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
37.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
36.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
36.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
35.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
35.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
35.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
35.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
34.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
34.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
33.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
33.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
33.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
32.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
32.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
32.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
32.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
32.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
31.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
31.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
31.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
31.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
31.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
31.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
30.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
30.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
30.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
30.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
30.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
29.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
29.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
29.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
29.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
29.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
29.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
29.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
28.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
28.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
28.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
28.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
28.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
28.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
27.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
27.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
27.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
27.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
27.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
27.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
27.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
26.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
26.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
26.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
26.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
25.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
25.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
25.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
25.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
24.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
24.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
24.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
24.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
24.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
23.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
23.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
22.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
21.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
21.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
21.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
20.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
20.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
20.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
20.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
19.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
19.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
19.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
19.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
19.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
19.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
19.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
19.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
18.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
18.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
18.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
18.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
17.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
16.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
16.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
15.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
15.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
13.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
13.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
12.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
12.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
11.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
11.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
10.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
10.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
5.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
4.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012080003
Tumor
2.1
CPT0002350011
Tumor
1.8
CPT0009000003
Tumor
1.6
CPT0025110003
Tumor
1.5
CPT0084560003
Tumor
1.3
CPT0078990003
Tumor
1.3
CPT0077110003
Tumor
1.3
CPT0014370004
Tumor
1.3
CPT0012550003
Tumor
1.2
CPT0078830003
Tumor
1.1
CPT0088690003
Tumor
1.0
CPT0088900003
Tumor
1.0
CPT0088760003
Tumor
1.0
CPT0025050003
Tumor
1.0
CPT0089460004
Tumor
0.9
CPT0077490003
Tumor
0.9
CPT0019130003
Tumor
0.9
CPT0085670003
Tumor
0.8
CPT0015810003
Tumor
0.8
CPT0025350003
Tumor
0.8
CPT0000640003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0012370003
Tumor
0.7
CPT0011240003
Tumor
0.7
CPT0012900004
Tumor
0.7
CPT0075720003
Tumor
0.6
CPT0069000003
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0065870003
Tumor
0.5
CPT0023690003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0092730003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0071150004
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0079230003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0025290003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0086820003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0069160003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0079000001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0065930003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0086030003
Tumor
-0.3
CPT0007470001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0011410003
Tumor
-0.4
CPT0012280003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0088710001
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0088570001
Normal
-0.5
CPT0014130001
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0012290003
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0075560003
Tumor
-0.6
CPT0012090003
Normal
-0.7
CPT0012920003
Normal
-0.7
CPT0084590001
Normal
-0.7
CPT0018250001
Normal
-0.7
CPT0009020003
Normal
-0.7
CPT0076350001
Normal
-0.7
CPT0025170003
Tumor
-0.7
CPT0000890001
Normal
-0.8
CPT0065750003
Tumor
-0.8
CPT0012770003
Normal
-0.8
CPT0009080003
Normal
-0.8
CPT0077500001
Normal
-0.8
CPT0078840001
Normal
-0.8
CPT0092310003
Normal
-0.8
CPT0075570001
Normal
-0.8
CPT0023710001
Normal
-0.8
CPT0006730001
Normal
-0.9
CPT0012570003
Normal
-0.9
CPT0077140001
Normal
-1.0
CPT0025060001
Normal
-1.0
CPT0088550004
Tumor
-1.0
CPT0013790003
Normal
-1.1
CPT0081880003
Tumor
-1.1
CPT0015730003
Tumor
-1.1
CPT0078800003
Tumor
-1.3
CPT0007860003
Tumor
-1.4
CPT0092290003
Tumor
-1.5
CPT0076330003
Tumor
-1.6
CPT0079180003
Tumor
-1.6
CPT0024680001
Normal
-1.7
CPT0014160003
Tumor
-1.8
CPT0012180003
Tumor
-1.8
CPT0017850003
Tumor
-1.8
CPT0026410003
Tumor
N/A
CPT0000790001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0064370003
Tumor
N/A
CPT0087040003
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0019990003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0020120003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0086360003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0010160003
Tumor
N/A
CPT0079410003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0075130003
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.