We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TBX2 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
31.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
82.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
68.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
55.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
53.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
52.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
51.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
50.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
49.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
49.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
49.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
48.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
47.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
47.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
45.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
43.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
43.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
43.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
43.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
40.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
39.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
38.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
38.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
37.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
37.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
36.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
36.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
35.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
35.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
34.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
33.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
32.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
31.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
31.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
30.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
29.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
28.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
27.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
23.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
22.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
22.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
20.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
20.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
19.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
18.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
16.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
15.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
13.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
11.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
10.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
TBX2 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
16.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
84.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
69.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
67.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
65.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
60.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
54.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
54.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
54.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
53.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
50.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
50.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
47.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
45.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
44.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
43.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
42.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
42.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
42.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
41.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
40.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
40.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
40.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
40.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
39.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
39.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
39.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
39.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
38.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
38.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
37.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
36.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
36.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
35.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
35.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
35.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
35.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
35.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
34.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
34.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
34.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
34.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
33.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
33.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
33.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
32.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
31.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
31.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
30.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
30.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
30.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
30.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
30.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
29.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
29.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
29.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
29.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
29.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
29.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
29.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
29.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
28.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
28.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
28.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
28.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
28.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
27.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
27.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
27.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
27.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
26.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
26.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
26.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
25.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
25.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
25.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
25.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
24.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
24.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
24.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
24.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
24.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
24.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
24.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
24.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
24.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
23.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
23.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
23.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
23.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
23.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
22.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
22.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
22.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
22.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
22.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
22.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
22.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
21.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
21.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
20.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
20.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
20.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
20.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
19.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
19.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
19.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
19.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
19.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
18.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
18.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
17.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
16.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
16.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
15.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
15.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
14.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
12.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
12.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
12.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
11.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
11.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
10.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
10.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
10.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
10.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
9.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
9.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
9.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
9.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
9.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
8.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
8.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
8.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
8.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
8.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
8.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
8.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
8.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
7.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
7.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
7.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
7.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
7.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
7.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
7.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
6.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
6.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
6.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
6.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
6.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
5.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
5.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
5.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
5.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
5.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
5.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
5.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
5.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
5.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
5.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
5.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
5.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
5.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
4.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
4.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
4.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
4.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
4.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
4.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
4.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
3.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
3.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
3.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
3.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
3.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
3.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
3.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
3.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
2.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
2.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
2.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
2.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
0.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
0.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
0.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
TBX2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
63.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
63.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
62.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
57.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
56.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
51.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
51.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
51.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
48.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
48.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
42.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
41.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
37.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
36.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
36.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
36.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
31.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
31.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
30.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
30.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
28.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
27.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
27.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
25.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
24.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
24.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
23.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
23.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
23.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
22.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
20.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
17.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
15.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
11.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
10.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
10.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
10.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
9.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
9.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
9.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
8.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
7.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
6.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
6.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
6.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
5.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
4.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
4.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
4.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
3.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
2.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
2.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
TBX2 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
4.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
131.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
85.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
73.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
69.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
53.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
48.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
46.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
29.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
29.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
26.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
24.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
23.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
20.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
8.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
6.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
6.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
6.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
6.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
6.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
6.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
5.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
4.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
4.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
4.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
4.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
4.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
4.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
3.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
3.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
3.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
3.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
3.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
3.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
3.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
3.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
3.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
3.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
3.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
3.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
3.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
2.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
2.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
2.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
2.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
2.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
2.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
2.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
2.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
2.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
2.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
2.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
2.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
2.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
2.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
2.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
2.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
2.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
1.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
0.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
0.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
0.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
0.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
0.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
0.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
0.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
0.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
0.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
0.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
0.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012080003
Tumor
1.0
CPT0006630003
Tumor
0.9
CPT0088760003
Tumor
0.9
CPT0015910003
Tumor
0.8
CPT0088900003
Tumor
0.7
CPT0066470004
Tumor
0.6
CPT0025350003
Tumor
0.6
CPT0079510001
Normal
0.6
CPT0000870016
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0075720003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0085670003
Tumor
0.6
CPT0063320003
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0011240003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0087050003
Normal
0.4
CPT0012640003
Normal
0.4
CPT0069190001
Normal
0.3
CPT0023690003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0079270003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0092290003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0015810003
Tumor
0.3
CPT0086890003
Normal
0.2
CPT0009020003
Normal
0.2
CPT0023710001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0001550001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0078530001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0089040001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0066520001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0088640003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0026420001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0079430001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0069000003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0020120003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0025290003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0001190001
Normal
-0.3
CPT0019130003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0001340003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0064370003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0024670003
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0063630003
Tumor
-0.6
CPT0088550004
Tumor
-0.7
CPT0015730003
Tumor
-0.7
CPT0084560003
Tumor
-0.9
CPT0023350003
Tumor
-1.0
CPT0001180009
Tumor
-1.0
CPT0012180003
Tumor
-1.1
CPT0002270011
Tumor
-1.1
CPT0011410003
Tumor
-1.2
CPT0078800003
Tumor
-1.5
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
