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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.
SLC52A2 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
25.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
115.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
107.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
69.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
54.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
51.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
48.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
46.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
41.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
40.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
36.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
34.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
34.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
31.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
30.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
30.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
28.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
28.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
27.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
27.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
27.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
24.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
24.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
23.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
23.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
22.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
22.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
20.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
16.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
14.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
14.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
8.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.1
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.
SLC52A2 is validated prognostic, high expression is unfavorable 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
13.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
49.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
47.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
44.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
44.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
44.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
43.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
42.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
42.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
41.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
40.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
39.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
36.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
36.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
35.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
35.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
34.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
34.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
32.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
31.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
31.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
30.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
29.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
29.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
29.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
28.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
28.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
28.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
28.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
28.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
26.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
26.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
26.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
26.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
25.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
24.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
24.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
24.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
24.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
23.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
22.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
22.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
21.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
20.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
20.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
20.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
20.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
19.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
19.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
19.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
17.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
17.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
17.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
16.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
16.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
16.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
15.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
15.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
15.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
15.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
15.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
15.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
14.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
14.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
14.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
14.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
14.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
14.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
13.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
13.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
13.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
13.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
13.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
13.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
13.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
13.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
12.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
12.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
12.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
12.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
12.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
12.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
11.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
11.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
11.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
11.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
11.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
11.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
10.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
10.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
10.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
10.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
10.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
10.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
10.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
10.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
10.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
9.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
9.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
9.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
9.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
9.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
9.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
9.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
9.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
9.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
9.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
9.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
9.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
9.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
9.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
9.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
9.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
9.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
8.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
8.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
8.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
8.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
8.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
8.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
8.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
8.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
8.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
8.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
8.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
8.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
8.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
8.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
7.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
7.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
7.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
7.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
7.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
7.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
7.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
7.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
7.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
7.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
7.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
7.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
7.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
7.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
7.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
7.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
6.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
6.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
6.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
6.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
6.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
6.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
6.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
6.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
6.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
6.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
5.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
5.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
5.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
5.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
5.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
5.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
5.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
4.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
4.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
3.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
3.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
SLC52A2 is validated prognostic, high expression is unfavorable 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
14.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
49.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
41.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
38.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
34.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
32.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
29.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
25.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
22.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
20.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
20.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
19.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
18.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
17.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
13.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
13.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
12.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
11.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
11.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
11.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
10.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
10.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
10.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
9.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
9.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
9.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
9.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
9.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
8.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
8.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
8.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
8.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
8.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
8.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
8.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
7.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
7.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
7.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
7.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
6.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
6.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
6.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
4.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
SLC52A2 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
27.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
91.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
83.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
77.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
74.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
70.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
68.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
67.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
66.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
66.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
65.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
64.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
62.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
59.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
57.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
56.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
56.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
54.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
53.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
53.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
51.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
51.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
51.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
51.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
51.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
50.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
49.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
48.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
47.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
47.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
47.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
46.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
44.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
44.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
42.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
42.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
41.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
41.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
41.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
40.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
40.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
39.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
39.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
39.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
39.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
39.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
39.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
38.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
38.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
38.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
37.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
37.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
37.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
37.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
37.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
37.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
37.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
36.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
36.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
36.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
35.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
35.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
34.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
34.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
34.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
34.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
33.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
33.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
33.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
32.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
31.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
31.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
31.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
31.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
31.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
30.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
30.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
30.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
30.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
30.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
30.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
29.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
29.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
29.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
28.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
28.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
28.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
28.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
28.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
27.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
27.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
27.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
27.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
27.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
27.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
27.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
26.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
26.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
26.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
26.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
26.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
25.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
25.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
25.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
25.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
25.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
25.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
25.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
24.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
24.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
24.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
24.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
24.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
24.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
24.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
24.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
24.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
24.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
23.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
23.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
23.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
23.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
23.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
23.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
22.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
22.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
22.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
21.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
21.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
21.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
21.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
21.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
21.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
21.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
20.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
20.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
20.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
20.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
20.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
20.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
20.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
19.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
19.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
19.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
18.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
18.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
18.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
18.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
18.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
18.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
18.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
18.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
17.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
17.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
16.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
16.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
15.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
15.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
15.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
14.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
13.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
13.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
12.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
9.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
9.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
7.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
7.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
5.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
3.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
3.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023350003
Tumor
1.3
CPT0001180009
Tumor
1.3
CPT0078800003
Tumor
1.1
CPT0026420001
Normal
1.0
CPT0001230001
Normal
1.0
CPT0092800003
Normal
0.9
CPT0092740003
Normal
0.8
CPT0088640003
Normal
0.8
CPT0075170001
Normal
0.7
CPT0006530001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0079410003
Tumor
0.7
CPT0000890001
Normal
0.7
CPT0087050003
Normal
0.7
CPT0088710001
Normal
0.7
CPT0001510001
Normal
0.6
CPT0023360001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0088550004
Tumor
0.6
CPT0020020001
Normal
0.6
CPT0088920001
Normal
0.6
CPT0088570001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0077320001
Normal
0.5
CPT0025920001
Normal
0.5
CPT0001340003
Tumor
0.5
CPT0065820001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0063330001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0088970003
Tumor
0.4
CPT0020130001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0014450004
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0086370003
Normal
0.4
CPT0006950001
Normal
0.4
CPT0088780001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0078940001
Normal
0.3
CPT0002270011
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0078670001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0092190003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0064400001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0014370004
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0071150004
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0088630003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0026410003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0006900003
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0015810003
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0075570001
Normal
-0.6
CPT0021240003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0086360003
Tumor
-0.7
CPT0023690003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0064370003
Tumor
-0.7
CPT0025110003
Tumor
-0.7
CPT0015910003
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0025350003
Tumor
-0.9
CPT0017410003
Tumor
-0.9
CPT0075560003
Tumor
-0.9
CPT0086870003
Tumor
-0.9
CPT0014160003
Tumor
-1.0
CPT0088760003
Tumor
-1.1
CPT0081880003
Tumor
-1.3
CPT0069190001
Normal
-1.3
CPT0065930003
Tumor
-1.3
CPT0000640003
Tumor
-1.3
CPT0086030003
Tumor
-1.4
CPT0019990003
Tumor
-1.5
CPT0065750003
Tumor
-1.5
CPT0065690003
Tumor
-1.6
CPT0077310003
Tumor
-1.6
CPT0065810003
Tumor
-1.7
CPT0092790003
Tumor
-1.7
CPT0025170003
Tumor
-1.8
CPT0092290003
Tumor
-2.0
CPT0015730003
Tumor
-2.0
CPT0020120003
Tumor
-2.1
CPT0006630003
Tumor
-2.3
CPT0025290003
Tumor
-2.5
CPT0069160003
Tumor
-2.8
CPT0066470004
Tumor
-3.0
CPT0000790001
Normal
N/A
CPT0076330003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0007870001
Normal
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0089020003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0086830003
Normal
N/A
CPT0077140001
Normal
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0078530001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0007470001
Normal
N/A
CPT0077110003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0065430003
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0076350001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0088480003
Tumor
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
