We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
IGSF8 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
23.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
68.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
47.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
41.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
40.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
38.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
36.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
34.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
32.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
32.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
31.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
28.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
27.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
26.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
25.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
25.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
25.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
24.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
23.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
23.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
23.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
22.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
22.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
21.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
20.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
19.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
19.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
18.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
17.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
16.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
14.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
14.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGSF8 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
26.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
95.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
78.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
69.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
67.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
66.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
64.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
61.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
60.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
59.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
59.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
59.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
59.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
58.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
58.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
56.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
52.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
52.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
52.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
51.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
50.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
50.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
50.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
49.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
48.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
47.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
47.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
45.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
44.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
44.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
44.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
43.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
43.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
43.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
42.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
42.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
42.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
42.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
42.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
42.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
41.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
41.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
41.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
41.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
41.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
41.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
40.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
40.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
40.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
40.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
40.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
40.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
40.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
39.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
39.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
39.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
39.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
39.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
39.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
39.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
39.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
39.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
38.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
38.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
38.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
37.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
37.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
37.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
37.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
37.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
36.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
36.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
36.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
35.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
35.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
35.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
35.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
35.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
35.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
35.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
35.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
35.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
35.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
35.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
35.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
34.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
34.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
34.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
34.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
34.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
34.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
34.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
34.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
34.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
34.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
33.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
33.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
33.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
33.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
33.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
33.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
33.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
33.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
33.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
33.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
33.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
33.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
33.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
33.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
33.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
32.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
32.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
32.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
32.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
32.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
32.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
32.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
32.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
32.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
32.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
31.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
31.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
31.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
31.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
31.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
31.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
31.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
31.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
31.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
31.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
31.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
30.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
30.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
30.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
30.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
30.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
30.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
30.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
30.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
30.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
30.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
30.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
30.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
30.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
30.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
29.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
29.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
29.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
29.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
29.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
29.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
29.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
29.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
29.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
29.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
29.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
29.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
28.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
28.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
28.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
28.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
28.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
28.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
28.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
28.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
28.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
27.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
27.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
27.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
27.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
27.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
27.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
27.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
27.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
27.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
27.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
27.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
27.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
27.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
27.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
27.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
27.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
27.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
27.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
27.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
27.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
27.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
27.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
27.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
26.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
26.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
26.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
26.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
26.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
26.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
26.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
26.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
26.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
26.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
26.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
26.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
26.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
26.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
25.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
25.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
25.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
25.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
25.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
25.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
25.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
25.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
25.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
25.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
25.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
24.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
24.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
24.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
24.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
24.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
24.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
24.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
24.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
24.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
24.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
24.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
24.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
23.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
23.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
23.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
23.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
23.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
23.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
23.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
23.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
23.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
23.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
23.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
23.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
23.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
22.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
22.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
22.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
22.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
22.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
22.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
22.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
22.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
22.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
22.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
22.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
22.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
22.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
21.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
21.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
21.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
21.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
21.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
21.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
21.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
21.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
21.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
20.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
20.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
20.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
20.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
20.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
20.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
20.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
20.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
20.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
20.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
20.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
20.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
20.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
19.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
19.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
19.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
19.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
19.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
18.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
18.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
17.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
17.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
17.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
17.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
17.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
17.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
16.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
16.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
16.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
16.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
16.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
16.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
15.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
14.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
13.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
13.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.4
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.
IGSF8 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
28.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
108.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
53.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
52.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
49.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
48.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
47.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
43.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
42.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
42.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
42.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
40.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
40.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
40.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
38.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
37.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
37.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
36.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
36.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
36.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
35.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
34.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
33.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
32.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
30.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
30.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
29.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
29.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
29.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
28.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
27.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
27.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
27.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
27.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
26.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
26.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
24.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
23.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
22.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
22.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
22.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
22.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
22.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
21.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
21.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
20.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
20.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
20.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
19.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
19.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
17.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
8.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
IGSF8 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
42.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
125.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
118.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
114.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
109.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
107.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
105.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
102.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
99.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
96.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
94.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
94.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
92.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
91.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
90.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
88.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
88.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
80.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
80.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
75.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
75.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
75.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
74.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
74.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
73.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
72.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
71.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
71.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
70.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
70.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
69.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
68.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
67.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
67.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
67.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
66.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
66.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
65.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
65.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
65.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
65.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
64.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
64.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
63.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
63.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
62.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
62.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
62.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
62.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
61.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
61.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
61.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
61.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
61.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
60.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
59.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
59.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
59.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
58.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
58.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
57.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
57.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
56.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
55.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
54.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
53.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
52.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
51.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
51.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
51.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
51.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
51.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
51.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
51.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
50.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
50.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
50.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
50.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
50.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
49.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
49.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
49.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
48.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
48.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
48.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
48.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
48.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
47.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
47.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
47.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
46.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
46.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
46.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
46.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
45.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
45.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
44.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
43.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
42.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
42.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
42.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
42.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
42.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
42.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
42.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
42.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
41.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
41.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
41.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
41.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
41.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
41.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
41.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
41.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
40.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
40.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
40.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
39.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
39.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
39.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
39.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
39.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
39.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
38.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
38.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
38.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
38.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
38.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
38.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
38.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
38.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
38.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
38.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
37.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
37.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
37.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
37.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
37.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
37.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
37.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
37.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
37.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
37.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
36.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
36.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
36.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
36.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
36.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
36.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
36.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
36.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
35.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
35.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
35.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
35.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
35.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
35.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
34.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
34.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
34.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
34.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
34.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
33.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
33.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
33.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
33.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
33.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
32.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
32.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
32.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
32.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
31.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
31.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
31.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
31.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
31.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
30.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
30.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
30.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
30.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
30.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
30.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
30.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
29.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
29.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
28.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
28.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
28.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
28.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
28.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
28.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
28.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
27.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
26.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
26.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
26.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
26.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
26.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
25.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
25.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
25.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
25.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
25.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
25.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
25.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
25.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
24.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
24.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
24.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
24.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
23.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
23.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
22.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
22.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
22.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
20.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
20.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
20.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
19.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
19.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
19.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
19.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
19.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
17.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
17.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
17.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
16.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
13.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
10.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0000640003
Tumor
0.7
CPT0088710001
Normal
0.6
CPT0092740003
Normal
0.6
CPT0088920001
Normal
0.6
CPT0077490003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0006730001
Normal
0.6
CPT0077140001
Normal
0.6
CPT0089020003
Tumor
0.6
CPT0000790001
Normal
0.5
CPT0065450001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0006950001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0066430001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0020020001
Normal
0.5
CPT0012770003
Normal
0.5
CPT0077500001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0092310003
Normal
0.4
CPT0076350001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0010170001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0088640003
Normal
0.3
CPT0082010001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0020130001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0086830003
Normal
0.3
CPT0066520001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0081880003
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0025170003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0086970003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0025350003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0078670001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0063330001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0064370003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0079380003
Tumor
-0.2
CPT0071150004
Tumor
-0.3
CPT0081990003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0075720003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0001340003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0012080003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0011410003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0065810003
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0085670003
Tumor
-0.6
CPT0078660003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0075560003
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0079180003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0025230003
Tumor
-0.6
CPT0012670003
Tumor
-0.6
CPT0065690003
Tumor
-0.7
CPT0065930003
Tumor
-0.7
CPT0078830003
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0069160003
Tumor
-0.8
CPT0079410003
Tumor
-0.8
CPT0065870003
Tumor
-0.9
CPT0025110003
Tumor
-0.9
CPT0088690003
Tumor
-1.1
Show allShow less
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
