We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
JAK1 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
34.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
85.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
68.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
67.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
61.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
57.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
57.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
56.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
56.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
55.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
53.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
52.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
50.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
48.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
47.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
45.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
45.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
39.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
39.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
39.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
38.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
38.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
38.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
37.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
36.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
35.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
33.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
32.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
31.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
31.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
30.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
30.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
29.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
29.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
29.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
28.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
28.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
27.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
27.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
25.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
25.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
24.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
23.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
22.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
22.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
21.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
21.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
19.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
18.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
17.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
16.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
JAK1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
87.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
225.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
213.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
201.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
191.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
190.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
185.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
176.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
171.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
169.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
164.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
163.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
160.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
160.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
158.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
157.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
153.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
153.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
149.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
148.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
147.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
147.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
147.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
145.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
145.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
145.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
145.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
144.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
144.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
144.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
142.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
141.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
140.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
139.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
139.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
137.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
137.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
136.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
136.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
136.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
136.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
135.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
135.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
135.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
134.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
134.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
134.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
133.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
133.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
133.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
132.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
132.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
132.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
131.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
131.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
131.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
131.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
129.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
129.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
129.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
128.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
127.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
127.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
126.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
126.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
126.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
126.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
125.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
125.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
125.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
125.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
124.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
124.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
124.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
123.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
123.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
123.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
123.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
123.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
122.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
122.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
122.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
122.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
122.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
122.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
121.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
120.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
120.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
120.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
119.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
119.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
118.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
118.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
118.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
118.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
118.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
118.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
117.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
117.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
117.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
117.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
117.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
117.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
116.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
116.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
116.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
116.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
116.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
115.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
115.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
115.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
115.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
115.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
115.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
114.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
114.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
114.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
114.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
114.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
114.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
114.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
113.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
113.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
113.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
113.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
113.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
113.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
112.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
112.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
112.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
112.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
112.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
112.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
112.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
112.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
111.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
111.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
111.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
111.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
110.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
110.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
110.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
110.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
110.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
109.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
109.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
109.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
108.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
108.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
108.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
107.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
107.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
107.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
106.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
106.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
106.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
106.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
105.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
105.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
105.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
105.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
105.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
104.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
104.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
104.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
104.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
104.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
103.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
103.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
103.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
103.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
103.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
103.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
103.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
102.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
102.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
102.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
102.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
101.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
101.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
101.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
101.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
101.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
100.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
100.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
100.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
99.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
99.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
99.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
98.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
98.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
98.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
98.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
98.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
98.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
97.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
97.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
97.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
96.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
96.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
96.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
96.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
96.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
96.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
95.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
95.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
95.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
95.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
94.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
94.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
94.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
93.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
93.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
93.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
93.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
93.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
93.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
92.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
92.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
92.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
92.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
91.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
91.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
91.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
91.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
91.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
91.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
90.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
90.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
90.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
90.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
90.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
90.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
90.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
90.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
89.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
89.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
89.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
89.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
89.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
89.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
88.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
88.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
88.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
88.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
88.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
88.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
88.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
87.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
87.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
87.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
87.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
86.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
86.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
86.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
86.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
86.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
85.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
85.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
85.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
85.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
85.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
85.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
85.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
84.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
84.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
84.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
83.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
83.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
83.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
83.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
83.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
83.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
83.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
82.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
82.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
82.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
82.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
81.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
81.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
81.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
81.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
81.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
80.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
80.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
80.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
80.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
80.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
80.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
80.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
80.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
80.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
79.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
79.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
79.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
79.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
79.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
79.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
79.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
78.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
78.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
78.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
78.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
78.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
78.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
78.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
77.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
77.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
77.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
77.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
77.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
76.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
76.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
76.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
76.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
76.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
75.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
75.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
75.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
75.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
75.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
74.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
74.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
74.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
73.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
73.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
73.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
73.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
73.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
73.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
73.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
73.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
73.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
73.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
72.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
72.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
72.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
71.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
71.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
71.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
71.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
70.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
70.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
70.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
70.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
70.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
70.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
69.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
69.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
69.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
69.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
69.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
69.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
69.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
69.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
68.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
68.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
68.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
68.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
68.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
68.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
67.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
67.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
66.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
66.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
66.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
66.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
66.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
66.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
65.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
65.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
65.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
65.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
65.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
65.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
64.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
63.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
63.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
63.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
63.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
63.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
62.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
62.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
62.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
62.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
62.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
61.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
61.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
61.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
61.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
61.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
61.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
60.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
60.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
60.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
60.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
60.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
59.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
59.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
59.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
59.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
58.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
58.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
58.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
58.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
58.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
58.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
57.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
57.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
57.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
57.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
57.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
57.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
57.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
56.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
56.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
56.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
56.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
56.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
55.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
55.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
55.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
55.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
55.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
55.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
54.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
54.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
54.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
54.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
54.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
54.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
53.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
53.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
52.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
52.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
52.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
52.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
51.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
51.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
51.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
51.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
51.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
50.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
50.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
50.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
50.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
50.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
49.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
49.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
47.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
47.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
47.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
47.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
46.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
45.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
45.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
45.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
44.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
44.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
44.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
43.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
43.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
43.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
42.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
42.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
42.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
42.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
42.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
42.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
42.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
41.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
41.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
41.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
40.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
40.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
39.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
39.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
39.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
39.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
38.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
38.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
37.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
37.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
37.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
37.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
37.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
36.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
36.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
36.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
36.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
36.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
36.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
35.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
35.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
34.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
34.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
32.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
32.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
32.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
31.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
30.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
30.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
28.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
28.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
27.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
26.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
24.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
15.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.4
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.
JAK1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
90.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
162.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
151.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
151.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
146.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
143.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
141.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
132.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
132.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
130.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
129.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
126.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
123.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
122.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
122.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
120.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
120.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
119.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
116.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
115.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
114.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
114.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
113.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
113.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
112.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
112.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
110.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
107.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
106.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
106.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
106.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
103.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
103.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
101.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
101.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
100.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
98.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
98.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
98.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
98.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
98.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
97.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
96.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
96.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
95.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
95.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
94.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
93.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
92.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
92.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
91.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
89.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
87.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
87.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
87.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
85.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
85.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
85.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
83.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
83.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
82.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
82.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
81.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
80.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
80.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
79.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
78.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
77.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
75.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
74.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
73.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
73.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
72.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
72.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
71.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
71.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
68.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
66.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
65.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
65.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
64.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
63.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
62.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
62.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
60.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
59.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
58.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
58.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
55.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
55.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
45.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
42.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
40.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
39.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
38.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
36.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
32.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
JAK1 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
84.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
263.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
236.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
206.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
206.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
191.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
187.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
186.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
181.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
166.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
164.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
159.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
158.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
158.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
154.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
149.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
149.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
149.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
145.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
145.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
144.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
143.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
142.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
142.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
141.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
137.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
136.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
136.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
134.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
133.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
132.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
130.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
129.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
127.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
126.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
126.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
125.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
125.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
124.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
124.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
123.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
122.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
122.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
121.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
119.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
119.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
118.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
118.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
117.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
117.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
117.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
116.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
115.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
115.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
115.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
113.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
113.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
113.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
112.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
112.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
111.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
111.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
111.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
109.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
109.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
109.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
108.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
108.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
108.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
108.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
108.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
107.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
107.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
107.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
106.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
105.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
105.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
104.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
104.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
103.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
103.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
103.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
103.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
103.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
102.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
102.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
102.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
102.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
101.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
100.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
100.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
99.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
99.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
99.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
99.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
97.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
97.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
97.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
96.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
95.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
94.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
94.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
92.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
92.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
92.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
92.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
91.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
91.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
91.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
91.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
90.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
90.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
90.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
89.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
89.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
89.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
88.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
88.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
88.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
88.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
87.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
87.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
87.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
87.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
86.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
85.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
84.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
84.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
84.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
84.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
83.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
83.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
83.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
83.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
82.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
82.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
82.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
82.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
82.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
82.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
81.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
81.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
80.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
80.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
80.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
80.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
79.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
79.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
78.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
77.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
76.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
76.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
76.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
75.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
75.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
73.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
73.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
73.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
72.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
72.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
72.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
72.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
71.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
71.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
71.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
71.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
70.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
70.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
69.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
69.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
69.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
69.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
69.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
69.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
68.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
68.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
68.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
68.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
68.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
68.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
67.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
67.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
66.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
66.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
66.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
65.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
65.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
64.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
64.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
63.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
61.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
60.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
60.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
60.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
60.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
60.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
59.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
59.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
58.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
58.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
58.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
58.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
57.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
57.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
57.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
57.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
57.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
57.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
57.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
57.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
56.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
56.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
56.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
56.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
56.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
55.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
54.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
54.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
54.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
54.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
54.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
53.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
53.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
52.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
52.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
51.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
51.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
50.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
50.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
50.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
49.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
49.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
49.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
48.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
48.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
47.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
45.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
45.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
45.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
44.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
42.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
42.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
42.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
42.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
42.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
42.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
42.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
42.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
40.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
40.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
39.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
37.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
37.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
37.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
37.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
36.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
35.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
35.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
34.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
34.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
34.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
34.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
33.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
32.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
31.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
29.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
27.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
25.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
24.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
23.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
22.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
16.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012280003
Tumor
0.8
CPT0012550003
Tumor
0.8
CPT0077110003
Tumor
0.7
CPT0065430003
Tumor
0.7
CPT0007320003
Tumor
0.7
CPT0024670003
Tumor
0.6
CPT0069000003
Tumor
0.6
CPT0078990003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0086360003
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0001540009
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0088550004
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0065870003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0075560003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0014450004
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0020120003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0001510001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0014470001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0010170001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0020020001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0092310003
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0006950001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0079180003
Tumor
-0.5
CPT0087050003
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0078840001
Normal
-0.5
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
