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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TWF2 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
26.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
95.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
88.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
62.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
61.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
54.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
51.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
50.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
42.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
38.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
38.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
38.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
36.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
36.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
35.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
35.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
31.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
30.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
28.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
28.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
27.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
27.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
27.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
27.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
26.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
24.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
24.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
22.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
22.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
22.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
21.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
21.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
21.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
20.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
19.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
19.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
18.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
18.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
17.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
14.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 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.
TWF2 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
27.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
85.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
70.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
67.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
63.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
59.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
57.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
56.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
53.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
52.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
52.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
52.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
51.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
51.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
51.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
50.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
50.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
50.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
50.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
49.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
49.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
49.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
48.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
47.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
46.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
46.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
46.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
44.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
44.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
44.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
44.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
44.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
44.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
44.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
43.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
43.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
43.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
43.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
43.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
43.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
42.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
42.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
42.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
42.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
42.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
41.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
41.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
41.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
41.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
41.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
41.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
41.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
41.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
41.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
41.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
41.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
40.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
40.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
40.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
40.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
40.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
40.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
40.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
40.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
40.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
40.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
40.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
39.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
39.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
39.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
39.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
39.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
39.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
39.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
39.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
39.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
39.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
38.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
38.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
38.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
38.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
38.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
38.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
38.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
38.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
37.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
37.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
37.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
37.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
37.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
37.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
36.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
36.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
36.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
36.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
36.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
35.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
35.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
35.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
35.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
35.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
35.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
35.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
35.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
35.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
35.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
34.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
34.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
34.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
34.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
34.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
34.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
34.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
34.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
34.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
34.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
34.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
34.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
34.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
33.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
33.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
33.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
33.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
33.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
33.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
33.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
33.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
33.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
33.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
33.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
33.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
33.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
33.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
33.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
33.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
33.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
33.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
33.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
32.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
32.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
32.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
32.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
32.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
32.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
32.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
32.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
32.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
32.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
32.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
32.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
32.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
32.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
32.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
32.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
32.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
32.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
32.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
31.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
31.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
31.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
31.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
31.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
31.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
31.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
31.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
31.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
31.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
31.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
31.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
30.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
30.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
30.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
30.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
30.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
30.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
30.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
30.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
30.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
29.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
29.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
29.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
29.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
29.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
29.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
29.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
29.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
29.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
29.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
29.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
29.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
29.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
29.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
29.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
29.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
29.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
29.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
29.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
29.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
29.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
29.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
28.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
28.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
28.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
28.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
28.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
28.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
28.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
28.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
28.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
28.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
28.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
28.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
28.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
28.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
27.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
27.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
27.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
27.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
27.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
27.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
27.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
27.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
27.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
27.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
27.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
27.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
26.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
26.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
26.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
26.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
26.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
26.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
26.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
26.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
26.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
26.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
26.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
26.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
25.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
25.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
25.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
25.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
25.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
25.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
25.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
25.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
25.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
25.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
25.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
25.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
25.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
25.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
24.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
24.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
24.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
24.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
24.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
24.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
24.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
23.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
23.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
23.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
23.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
23.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
23.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
23.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
22.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
22.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
22.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
22.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
22.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
21.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
21.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
21.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
21.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
21.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
21.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
21.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
21.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
20.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
20.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
20.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
20.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
20.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
20.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
19.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
19.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
19.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
19.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
19.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
19.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
18.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
18.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
18.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
18.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
18.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
17.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
17.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
17.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
17.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
16.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
16.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
15.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
15.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
14.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
8.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
7.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
4.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.4
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.
TWF2 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
33.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
83.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
73.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
57.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
55.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
55.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
54.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
52.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
51.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
51.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
51.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
50.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
48.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
47.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
46.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
46.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
46.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
45.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
44.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
44.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
44.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
42.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
41.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
41.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
40.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
40.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
40.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
37.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
36.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
36.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
36.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
35.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
35.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
35.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
35.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
34.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
34.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
34.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
33.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
33.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
33.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
33.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
33.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
33.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
32.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
32.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
32.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
32.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
31.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
31.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
31.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
31.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
30.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
30.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
30.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
29.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
29.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
29.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
28.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
28.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
28.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
28.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
28.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
27.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
26.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
26.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
25.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
23.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
22.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
17.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
15.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
9.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
TWF2 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
44.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
113.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
113.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
111.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
109.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
107.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
101.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
100.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
99.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
94.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
92.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
92.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
91.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
88.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
87.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
87.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
86.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
84.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
84.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
83.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
83.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
82.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
80.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
79.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
79.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
78.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
77.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
76.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
75.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
74.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
74.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
74.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
73.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
72.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
71.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
71.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
69.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
68.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
68.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
68.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
68.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
68.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
68.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
66.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
65.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
65.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
65.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
65.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
65.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
65.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
65.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
64.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
64.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
63.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
63.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
62.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
62.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
62.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
62.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
62.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
61.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
61.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
61.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
60.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
60.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
59.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
59.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
59.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
59.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
59.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
58.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
58.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
57.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
57.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
57.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
57.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
57.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
57.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
56.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
56.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
56.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
56.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
56.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
56.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
56.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
55.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
55.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
55.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
55.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
55.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
55.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
54.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
54.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
54.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
53.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
53.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
53.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
52.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
52.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
52.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
52.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
52.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
52.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
52.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
51.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
51.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
51.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
51.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
51.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
51.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
51.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
50.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
50.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
50.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
49.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
49.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
49.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
49.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
49.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
49.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
48.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
47.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
47.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
47.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
47.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
47.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
46.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
46.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
46.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
46.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
45.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
45.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
45.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
45.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
45.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
45.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
44.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
44.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
44.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
44.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
44.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
44.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
44.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
43.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
43.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
43.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
43.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
43.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
43.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
42.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
42.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
42.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
42.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
42.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
41.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
41.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
41.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
41.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
41.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
40.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
40.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
40.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
40.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
40.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
40.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
40.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
40.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
40.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
39.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
39.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
39.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
38.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
38.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
37.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
37.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
37.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
37.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
37.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
36.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
36.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
35.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
35.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
34.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
34.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
32.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
32.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
32.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
32.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
32.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
31.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
30.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
29.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
29.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
29.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
29.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
28.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
28.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
27.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
27.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
26.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
26.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
26.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
25.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
25.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
25.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
24.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
24.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
24.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
24.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
24.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
24.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
24.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
24.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
23.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
22.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
20.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
20.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
20.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
16.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.4
CPT0012550003
Tumor
0.9
CPT0084560003
Tumor
0.8
CPT0001260009
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0079380003
Tumor
0.7
CPT0011410003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0075560003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0069160003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0000640003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0081990003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0088760003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0014160003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0092160003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0092290003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0085670003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0078830003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0025060001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0079510001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0014350001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0086950003
Tumor
-0.3
CPT0088500001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0000790001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0088970003
Tumor
-0.4
CPT0086370003
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0089480003
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0086890003
Normal
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
