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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SOX13 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
4.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
24.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
20.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
13.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
7.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
6.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
6.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
5.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
2.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
SOX13 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
77.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
45.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
43.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
43.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
42.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
41.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
41.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
39.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
39.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
39.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
39.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
39.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
38.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
38.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
38.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
37.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
37.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
37.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
36.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
36.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
36.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
35.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
35.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
35.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
34.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
33.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
33.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
33.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
33.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
33.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
33.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
33.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
32.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
32.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
32.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
31.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
31.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
31.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
30.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
30.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
30.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
30.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
30.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
30.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
30.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
30.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
30.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
30.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
30.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
29.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
29.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
29.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
29.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
29.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
29.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
29.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
28.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
28.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
28.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
28.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
27.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
27.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
27.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
26.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
26.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
26.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
26.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
25.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
25.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
25.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
25.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
25.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
25.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
25.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
25.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
25.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
24.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
24.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
24.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
24.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
24.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
23.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
23.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
23.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
23.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
23.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
22.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
22.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
22.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
22.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
22.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
22.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
22.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
21.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
21.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
21.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
21.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
21.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
21.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
21.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
20.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
20.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
20.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
20.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
20.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
20.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
19.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
19.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
19.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
19.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
19.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
19.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
19.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
19.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
18.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
18.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
18.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
17.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
17.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
16.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
16.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
16.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
16.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
15.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
15.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
15.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
15.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
15.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
14.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
14.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
14.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
13.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
11.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
11.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
10.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
10.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
10.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
10.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
9.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
9.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
9.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
9.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
8.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
8.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
8.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
8.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
7.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
7.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
7.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
7.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
7.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
6.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
6.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
6.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
6.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
6.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
5.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
5.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
5.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
5.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
5.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
5.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
5.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
4.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
4.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
3.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
3.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
3.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
3.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
3.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
3.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
3.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
2.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SOX13 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
76.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
45.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
32.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
29.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
28.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
27.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
25.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
24.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
24.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
21.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
21.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
20.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
20.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
20.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
19.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
18.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
17.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
17.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
15.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
15.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
14.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
14.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
14.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
14.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
13.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
12.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
10.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
10.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
9.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
8.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
7.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
7.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
6.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
6.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
4.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
4.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
4.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
3.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
2.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
2.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
2.1
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.
SOX13 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
7.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
42.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
40.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
37.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
37.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
35.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
30.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
30.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
28.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
26.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
26.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
24.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
21.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
21.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
20.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
19.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
19.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
17.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
17.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
16.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
14.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
14.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
14.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
13.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
13.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
13.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
13.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
13.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
13.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
13.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
12.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
11.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
11.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
11.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
11.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
10.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
10.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
10.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
9.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
9.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
8.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
8.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
8.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
8.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
8.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
8.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
8.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
8.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
8.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
8.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
8.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
7.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
7.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
7.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
6.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
6.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
6.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
6.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
6.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
6.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
6.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
6.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
6.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
6.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
6.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
6.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
6.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
5.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
5.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
5.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
5.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
5.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
5.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
5.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
5.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
5.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
5.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
5.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
5.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
5.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
5.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
5.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
5.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
4.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
4.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
4.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
4.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
4.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
4.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
4.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
4.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
4.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
4.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
4.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
4.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
4.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
4.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
4.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
4.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
4.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
3.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
3.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
3.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
3.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
3.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
3.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
3.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
3.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
3.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
3.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
3.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
3.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
3.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
2.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
2.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
2.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
1.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.9
CPT0079510001
Normal
0.6
CPT0071150004
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0078530001
Normal
0.6
CPT0065870003
Tumor
0.6
CPT0001230001
Normal
0.6
CPT0077490003
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0012640003
Normal
0.4
CPT0088760003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0063320003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0012080003
Tumor
0.4
CPT0002370001
Normal
0.4
CPT0077320001
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0069190001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0078940001
Normal
0.3
CPT0012920003
Normal
0.3
CPT0088630003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0089040001
Normal
0.3
CPT0000780007
Tumor
0.3
CPT0001550001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0025610001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0087040003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0023710001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0089480003
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0001510001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0025060001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0088920001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0025290003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0084560003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0078930003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0023690003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0081990003
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0001180009
Tumor
-0.3
CPT0092800003
Normal
-0.3
CPT0064370003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0014350001
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0002350011
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0002270011
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0007470001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0088480003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0020120003
Tumor
-0.6
CPT0014160003
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0023350003
Tumor
-0.8
CPT0078510003
Tumor
-0.8
CPT0021240003
Tumor
-0.9
CPT0025050003
Tumor
-0.9
CPT0069000003
Tumor
-0.9
CPT0081880003
Tumor
-1.0
CPT0076330003
Tumor
-1.1
CPT0012550003
Tumor
-1.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
