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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.
WIPF1 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
18.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
91.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
63.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
54.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
51.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
46.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
44.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
41.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
36.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
35.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
33.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
32.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
32.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
29.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
28.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
23.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
20.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
19.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
14.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
14.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
10.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
10.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
9.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
WIPF1 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
29.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
105.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
99.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
93.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
83.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
76.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
75.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
71.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
71.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
68.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
68.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
64.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
64.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
63.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
63.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
61.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
59.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
58.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
58.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
57.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
57.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
57.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
57.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
55.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
55.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
55.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
54.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
54.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
54.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
54.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
53.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
53.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
53.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
52.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
52.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
52.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
51.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
51.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
50.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
50.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
50.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
50.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
49.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
49.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
48.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
48.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
48.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
47.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
47.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
47.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
47.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
47.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
47.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
47.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
46.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
46.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
46.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
46.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
45.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
45.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
45.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
45.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
45.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
44.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
43.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
43.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
43.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
43.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
43.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
43.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
42.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
42.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
42.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
42.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
42.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
42.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
42.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
41.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
41.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
41.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
41.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
41.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
41.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
41.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
40.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
40.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
40.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
40.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
40.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
40.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
40.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
40.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
39.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
39.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
39.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
39.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
39.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
39.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
39.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
39.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
39.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
39.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
38.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
38.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
38.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
38.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
38.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
38.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
38.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
38.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
37.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
37.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
37.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
37.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
37.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
37.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
37.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
37.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
37.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
37.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
37.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
37.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
37.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
37.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
36.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
36.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
36.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
36.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
36.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
36.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
36.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
36.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
36.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
36.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
36.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
36.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
35.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
35.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
35.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
35.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
35.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
35.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
35.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
35.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
35.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
35.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
35.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
35.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
34.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
34.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
34.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
34.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
34.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
34.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
34.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
34.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
34.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
33.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
33.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
33.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
33.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
33.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
33.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
33.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
33.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
33.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
33.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
33.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
33.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
32.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
32.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
32.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
32.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
32.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
32.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
32.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
32.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
32.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
32.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
32.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
32.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
32.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
32.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
32.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
32.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
31.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
31.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
31.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
31.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
31.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
31.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
31.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
30.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
30.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
30.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
30.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
30.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
30.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
30.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
30.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
30.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
30.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
30.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
30.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
30.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
30.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
30.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
30.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
30.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
30.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
30.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
29.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
29.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
29.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
29.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
29.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
29.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
29.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
29.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
29.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
29.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
29.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
29.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
29.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
28.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
28.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
28.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
28.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
28.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
28.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
27.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
27.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
27.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
27.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
27.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
27.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
27.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
27.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
27.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
27.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
27.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
27.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
27.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
27.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
27.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
26.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
26.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
26.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
26.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
25.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
25.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
25.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
25.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
25.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
25.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
25.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
25.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
25.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
25.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
25.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
24.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
24.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
24.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
24.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
24.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
24.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
24.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
23.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
23.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
23.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
23.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
23.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
23.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
23.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
23.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
23.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
22.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
22.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
22.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
22.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
22.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
22.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
22.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
22.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
21.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
21.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
21.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
21.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
21.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
21.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
21.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
21.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
20.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
20.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
19.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
18.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
18.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
18.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
18.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
18.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
18.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
18.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
17.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
17.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
17.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
16.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
16.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
15.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
14.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
13.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
12.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
10.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
9.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
WIPF1 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
40.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
100.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
96.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
95.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
88.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
88.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
78.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
69.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
69.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
69.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
65.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
65.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
64.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
62.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
60.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
59.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
58.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
56.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
56.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
56.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
55.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
55.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
55.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
54.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
54.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
53.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
53.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
53.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
51.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
51.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
50.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
49.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
49.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
49.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
46.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
44.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
43.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
43.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
43.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
42.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
41.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
41.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
40.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
39.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
39.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
39.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
38.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
38.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
37.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
37.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
36.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
34.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
34.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
34.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
33.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
33.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
33.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
33.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
33.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
32.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
31.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
31.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
30.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
29.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
29.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
29.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
26.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
25.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
24.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
23.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
23.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
23.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
19.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
17.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
13.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
13.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WIPF1 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
17.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
70.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
68.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
66.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
56.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
54.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
54.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
50.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
47.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
46.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
44.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
44.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
43.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
43.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
43.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
40.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
40.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
40.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
40.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
39.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
36.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
36.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
35.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
35.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
35.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
34.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
34.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
34.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
34.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
33.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
31.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
31.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
31.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
31.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
31.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
31.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
30.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
29.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
29.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
29.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
29.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
28.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
28.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
28.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
27.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
27.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
26.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
26.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
26.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
25.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
25.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
25.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
25.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
25.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
25.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
25.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
25.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
25.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
25.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
24.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
24.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
24.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
24.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
24.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
24.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
23.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
23.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
22.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
22.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
22.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
22.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
21.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
21.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
21.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
20.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
20.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
19.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
19.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
19.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
18.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
18.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
18.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
17.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
17.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
17.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
17.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
17.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
16.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
16.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
16.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
16.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
16.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
15.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
14.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
14.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
14.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
12.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
11.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
10.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
10.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
10.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
9.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
8.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
8.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
7.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
7.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
5.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
4.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
3.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.8
CPT0012180003
Tumor
0.9
CPT0078990003
Tumor
0.9
CPT0079380003
Tumor
0.8
CPT0017410003
Tumor
0.8
CPT0078510003
Tumor
0.7
CPT0092160003
Tumor
0.7
CPT0001540009
Tumor
0.7
CPT0066480003
Tumor
0.7
CPT0010110003
Tumor
0.7
CPT0017850003
Tumor
0.7
CPT0092730003
Tumor
0.6
CPT0065430003
Tumor
0.6
CPT0075560003
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0025290003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0086360003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0023350003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0092190003
Normal
0.3
CPT0012280003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0000870016
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0063630003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0078660003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0001340003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0069000003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0000890001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0079430001
Normal
-0.2
CPT0089040001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0011410003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0088710001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0012920003
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0001510001
Normal
-0.4
CPT0014450004
Tumor
-0.4
CPT0092310003
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0078940001
Normal
-0.5
CPT0092800003
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0089480003
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0086890003
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0079000001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0020020001
Normal
-0.5
CPT0023710001
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0088920001
Normal
-0.5
CPT0002370001
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0077140001
Normal
-0.6
CPT0079300001
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0001550001
Normal
-0.6
CPT0088500001
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0088780001
Normal
-0.6
CPT0079510001
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0009080003
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0066430001
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0007870001
Normal
-0.7
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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
