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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.
PRPF31 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
40.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
93.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
74.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
73.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
72.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
69.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
68.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
59.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
57.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
55.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
55.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
55.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
52.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
52.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
52.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
50.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
49.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
48.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
46.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
46.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
46.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
45.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
45.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
45.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
45.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
44.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
43.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
43.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
42.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
41.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
41.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
39.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
38.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
38.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
37.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
37.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
36.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
35.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
33.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
32.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
32.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
31.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
31.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
31.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
30.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
29.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
27.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
27.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
27.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
27.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
26.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
25.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
23.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
19.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
16.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
15.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
PRPF31 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
37.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
105.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
72.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
67.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
63.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
62.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
59.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
58.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
57.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
57.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
56.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
56.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
56.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
55.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
55.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
55.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
55.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
54.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
54.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
53.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
53.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
53.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
52.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
52.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
52.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
52.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
52.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
51.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
51.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
51.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
51.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
51.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
51.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
51.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
51.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
51.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
50.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
50.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
50.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
50.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
50.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
50.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
50.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
50.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
49.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
49.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
49.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
49.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
49.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
49.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
49.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
49.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
49.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
48.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
48.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
48.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
48.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
48.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
48.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
48.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
48.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
47.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
47.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
47.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
47.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
47.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
47.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
47.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
47.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
47.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
47.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
47.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
47.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
47.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
47.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
47.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
46.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
46.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
46.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
46.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
46.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
46.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
46.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
46.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
46.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
46.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
46.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
46.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
45.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
45.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
45.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
45.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
45.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
45.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
45.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
45.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
45.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
45.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
45.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
45.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
45.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
45.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
44.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
44.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
44.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
44.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
44.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
44.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
44.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
44.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
44.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
43.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
43.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
43.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
43.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
43.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
43.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
43.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
43.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
43.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
43.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
43.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
43.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
43.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
43.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
43.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
43.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
42.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
42.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
42.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
42.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
42.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
42.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
42.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
42.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
42.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
42.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
42.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
42.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
42.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
42.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
42.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
42.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
42.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
42.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
42.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
42.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
42.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
42.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
42.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
41.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
41.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
41.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
41.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
41.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
41.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
41.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
41.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
41.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
41.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
41.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
41.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
41.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
41.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
41.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
41.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
41.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
41.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
41.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
41.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
41.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
40.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
40.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
40.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
40.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
40.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
40.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
40.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
40.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
40.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
40.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
40.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
40.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
40.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
40.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
40.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
40.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
40.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
40.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
40.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
40.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
39.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
39.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
39.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
39.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
39.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
39.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
39.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
39.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
39.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
39.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
39.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
39.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
39.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
38.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
38.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
38.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
38.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
38.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
38.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
38.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
38.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
38.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
38.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
38.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
38.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
38.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
38.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
38.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
38.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
38.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
38.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
38.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
37.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
37.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
37.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
37.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
37.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
37.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
37.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
37.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
37.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
37.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
37.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
37.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
37.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
37.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
37.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
37.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
37.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
36.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
36.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
36.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
36.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
36.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
36.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
36.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
36.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
36.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
36.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
36.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
36.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
36.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
36.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
36.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
36.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
36.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
36.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
36.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
36.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
36.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
36.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
36.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
36.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
36.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
36.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
36.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
36.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
35.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
35.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
35.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
35.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
35.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
35.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
35.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
35.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
35.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
35.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
35.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
35.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
35.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
35.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
35.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
35.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
35.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
34.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
34.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
34.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
34.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
34.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
34.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
34.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
34.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
34.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
34.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
34.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
34.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
34.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
34.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
34.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
34.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
34.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
34.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
34.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
34.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
34.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
34.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
34.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
34.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
34.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
34.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
34.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
33.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
33.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
33.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
33.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
33.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
33.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
33.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
33.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
33.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
33.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
33.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
33.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
33.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
33.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
33.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
33.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
33.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
33.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
33.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
33.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
32.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
32.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
32.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
32.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
32.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
32.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
32.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
32.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
32.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
32.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
32.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
32.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
32.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
32.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
32.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
32.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
32.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
32.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
32.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
32.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
32.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
31.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
31.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
31.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
31.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
31.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
31.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
31.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
31.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
31.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
31.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
31.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
31.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
31.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
31.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
31.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
31.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
31.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
30.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
30.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
30.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
30.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
30.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
30.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
30.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
30.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
29.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
29.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
29.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
29.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
29.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
29.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
29.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
29.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
29.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
29.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
29.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
29.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
28.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
28.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
28.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
28.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
28.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
28.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
28.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
27.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
27.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
27.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
27.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
27.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
27.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
27.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
27.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
27.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
26.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
26.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
26.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
26.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
25.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
25.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
25.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
25.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
25.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
25.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
25.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
25.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
25.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
25.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
24.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
24.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
24.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
24.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
24.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
23.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
23.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
23.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
23.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
21.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRPF31 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
36.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
60.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
58.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
56.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
56.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
54.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
53.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
49.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
48.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
47.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
45.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
45.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
45.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
44.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
43.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
43.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
43.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
42.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
41.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
41.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
41.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
41.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
40.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
40.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
40.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
39.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
39.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
39.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
38.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
38.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
38.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
38.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
37.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
36.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
36.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
36.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
36.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
36.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
35.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
35.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
35.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
35.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
34.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
34.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
34.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
34.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
34.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
33.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
33.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
33.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
33.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
32.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
32.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
32.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
32.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
31.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
31.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
31.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
31.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
31.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
31.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
30.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
29.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
29.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
29.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
23.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
17.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
PRPF31 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
92.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
75.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
75.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
70.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
70.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
68.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
68.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
67.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
65.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
64.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
63.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
62.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
62.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
62.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
61.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
60.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
60.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
59.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
59.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
59.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
58.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
58.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
58.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
58.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
57.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
56.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
55.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
55.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
55.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
55.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
54.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
54.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
54.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
54.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
54.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
53.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
53.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
53.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
53.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
53.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
53.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
53.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
52.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
52.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
52.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
51.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
51.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
51.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
51.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
50.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
50.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
50.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
50.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
49.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
49.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
49.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
49.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
49.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
49.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
49.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
48.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
48.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
48.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
48.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
48.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
48.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
48.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
48.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
48.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
48.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
48.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
47.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
47.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
47.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
47.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
47.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
47.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
46.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
46.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
46.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
46.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
46.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
46.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
45.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
45.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
45.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
45.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
45.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
45.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
45.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
45.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
45.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
45.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
44.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
44.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
44.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
44.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
43.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
43.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
43.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
43.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
43.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
42.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
42.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
42.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
42.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
42.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
42.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
42.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
42.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
42.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
42.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
42.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
42.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
41.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
41.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
41.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
41.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
41.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
41.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
41.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
41.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
41.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
41.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
41.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
41.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
40.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
40.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
40.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
40.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
40.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
40.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
39.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
39.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
39.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
39.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
39.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
39.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
39.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
39.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
39.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
39.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
38.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
38.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
38.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
38.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
38.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
38.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
38.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
38.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
38.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
38.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
38.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
37.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
37.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
37.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
37.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
37.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
37.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
37.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
37.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
37.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
36.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
36.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
36.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
36.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
36.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
36.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
36.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
36.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
36.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
36.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
35.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
35.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
35.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
35.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
35.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
35.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
35.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
35.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
35.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
34.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
34.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
34.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
34.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
34.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
34.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
34.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
34.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
33.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
33.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
33.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
33.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
33.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
32.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
32.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
32.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
32.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
32.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
32.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
32.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
32.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
32.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
31.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
31.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
31.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
31.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
30.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
30.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
30.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
30.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
29.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
29.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
29.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
28.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
28.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
28.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
28.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
27.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
27.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
27.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
26.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
26.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
25.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
25.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
25.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
25.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
25.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
25.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
24.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
24.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
23.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
23.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
22.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
22.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
22.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
20.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
20.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
19.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
19.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
17.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
14.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
13.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
11.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
9.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
9.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0014450004
Tumor
0.7
CPT0012180003
Tumor
0.5
CPT0006440003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0009060003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0000640003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0081990003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0023690003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0065930003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0079510001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0078840001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0000890001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0078800003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0078530001
Normal
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
