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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CHSY1 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
7.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
38.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
18.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
11.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
11.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
10.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
9.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
9.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
4.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
2.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
CHSY1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
135.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
71.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
69.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
64.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
58.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
53.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
53.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
52.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
51.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
49.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
49.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
49.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
49.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
48.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
48.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
47.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
46.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
45.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
43.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
43.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
43.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
42.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
40.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
40.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
40.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
39.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
39.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
39.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
38.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
36.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
36.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
36.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
36.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
36.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
35.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
35.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
35.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
35.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
34.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
34.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
34.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
34.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
34.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
34.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
34.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
34.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
33.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
33.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
33.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
33.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
33.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
32.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
32.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
32.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
32.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
31.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
31.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
31.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
31.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
30.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
30.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
30.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
30.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
30.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
30.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
30.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
30.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
30.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
29.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
29.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
29.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
29.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
29.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
29.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
29.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
28.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
28.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
28.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
28.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
28.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
28.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
28.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
27.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
27.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
27.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
27.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
27.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
27.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
27.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
26.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
26.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
26.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
26.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
26.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
26.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
26.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
26.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
26.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
26.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
25.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
25.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
25.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
25.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
25.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
25.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
25.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
25.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
25.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
25.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
25.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
25.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
24.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
24.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
24.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
24.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
24.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
24.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
24.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
24.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
24.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
24.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
24.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
24.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
23.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
23.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
23.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
23.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
23.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
22.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
22.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
22.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
22.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
22.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
21.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
21.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
21.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
21.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
21.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
21.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
20.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
20.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
20.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
20.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
20.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
19.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
19.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
19.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
19.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
19.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
18.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
18.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
18.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
18.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
18.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
18.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
18.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
17.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
17.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
17.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
15.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
15.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
14.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
14.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
14.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
14.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
13.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
12.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
11.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
10.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
9.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
9.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
9.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
7.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
6.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
5.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
4.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
4.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
3.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.5
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.
CHSY1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
91.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
50.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
50.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
48.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
48.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
43.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
41.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
39.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
38.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
38.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
37.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
37.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
36.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
34.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
34.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
33.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
32.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
31.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
29.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
29.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
26.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
26.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
25.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
25.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
24.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
24.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
24.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
23.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
23.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
23.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
22.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
22.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
21.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
21.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
19.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
17.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
16.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
13.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
7.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
6.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
5.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
CHSY1 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
9.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
47.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
36.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
35.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
34.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
30.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
30.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
29.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
28.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
27.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
27.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
26.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
25.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
25.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
25.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
24.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
19.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
18.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
18.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
17.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
16.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
16.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
16.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
14.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
14.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
14.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
14.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
13.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
13.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
13.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
12.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
12.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
12.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
12.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
11.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
10.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
10.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
10.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
10.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
10.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
9.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
9.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
9.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
9.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
8.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
8.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
8.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
8.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
8.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
7.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
7.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
7.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
7.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
7.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
7.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
7.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
7.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
6.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
6.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
6.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
6.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
6.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
6.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
5.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
5.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
5.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
5.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
5.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
5.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
5.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
5.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
5.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
5.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
4.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
4.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
4.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
4.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
4.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
4.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
4.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
4.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
4.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
4.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
3.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
3.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
3.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
3.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
3.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
3.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
3.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
2.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0069160003
Tumor
2.2
CPT0001260009
Tumor
2.2
CPT0024680001
Normal
1.7
CPT0025050003
Tumor
1.5
CPT0019990003
Tumor
1.4
CPT0081600003
Tumor
1.0
CPT0076330003
Tumor
1.0
CPT0001340003
Tumor
1.0
CPT0010110003
Tumor
0.9
CPT0015730003
Tumor
0.9
CPT0012180003
Tumor
0.9
CPT0092290003
Tumor
0.9
CPT0026410003
Tumor
0.9
CPT0088630003
Tumor
0.9
CPT0066470004
Tumor
0.9
CPT0025230003
Tumor
0.8
CPT0014450004
Tumor
0.8
CPT0085670003
Tumor
0.7
CPT0081880003
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0015810003
Tumor
0.6
CPT0079380003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0092160003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0063630003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0025880003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0078670001
Normal
0.4
CPT0077110003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0001270001
Normal
0.2
CPT0019130003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0088710001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0065930003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0089460004
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0078930003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0066520001
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0086970003
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0000660001
Normal
-0.4
CPT0000640003
Tumor
-0.4
CPT0069190001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0006900003
Tumor
-0.5
CPT0006730001
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0012290003
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0012770003
Normal
-0.6
CPT0081620001
Normal
-0.6
CPT0075570001
Normal
-0.6
CPT0065750003
Tumor
-0.6
CPT0006950001
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0078940001
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0006530001
Normal
-0.6
CPT0023690003
Tumor
-0.6
CPT0064370003
Tumor
-0.7
CPT0089480003
Normal
-0.7
CPT0076350001
Normal
-0.7
CPT0088640003
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0000790001
Normal
-0.8
CPT0078840001
Normal
-0.8
CPT0077140001
Normal
-0.8
CPT0023710001
Normal
-0.8
CPT0065450001
Normal
-0.8
CPT0007870001
Normal
-0.9
CPT0077500001
Normal
-0.9
CPT0012670003
Tumor
-1.0
CPT0012090003
Normal
-1.0
CPT0025610001
Normal
-1.1
CPT0066430001
Normal
-1.1
CPT0001550001
Normal
-1.1
CPT0012640003
Normal
-1.1
CPT0018250001
Normal
-1.2
CPT0020020001
Normal
-1.6
CPT0065820001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0086890003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0084590001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0092800003
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0007470001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0063320003
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0065810003
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0081990003
Tumor
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
