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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.
SLC35C2 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
33.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
95.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
74.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
74.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
73.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
62.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
58.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
55.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
52.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
46.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
45.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
45.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
44.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
43.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
43.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
42.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
40.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
39.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
37.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
37.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
36.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
34.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
33.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
33.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
33.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
33.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
33.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
31.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
31.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
30.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
30.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
30.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
29.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
29.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
29.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
28.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
27.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
27.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
27.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
26.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
26.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
24.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
24.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
24.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
23.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
23.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
22.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
22.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
21.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
20.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
19.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
17.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 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.
SLC35C2 is potential 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
21.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
75.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
67.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
62.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
52.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
49.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
47.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
46.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
44.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
40.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
40.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
39.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
38.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
36.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
36.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
35.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
35.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
35.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
34.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
34.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
34.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
34.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
33.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
33.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
32.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
32.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
32.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
32.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
32.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
31.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
31.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
31.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
31.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
31.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
31.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
31.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
30.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
30.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
29.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
29.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
29.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
29.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
29.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
29.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
29.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
29.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
28.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
28.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
28.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
28.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
28.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
27.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
27.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
27.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
27.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
27.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
27.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
27.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
27.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
27.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
27.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
26.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
26.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
26.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
26.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
26.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
26.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
26.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
26.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
26.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
26.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
26.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
25.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
25.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
25.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
25.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
25.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
25.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
25.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
25.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
25.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
25.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
25.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
25.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
25.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
25.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
25.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
25.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
25.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
25.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
25.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
24.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
24.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
24.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
24.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
24.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
24.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
24.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
24.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
24.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
24.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
24.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
24.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
24.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
24.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
23.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
23.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
23.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
23.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
23.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
23.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
23.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
23.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
23.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
23.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
23.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
23.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
23.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
23.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
23.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
23.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
22.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
22.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
22.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
22.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
22.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
22.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
22.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
22.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
22.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
22.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
22.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
22.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
22.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
21.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
21.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
21.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
21.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
21.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
21.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
21.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
21.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
21.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
21.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
21.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
21.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
21.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
21.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
21.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
20.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
20.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
20.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
20.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
20.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
20.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
20.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
20.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
20.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
20.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
20.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
20.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
20.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
19.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
19.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
19.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
19.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
19.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
19.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
19.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
19.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
19.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
19.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
19.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
19.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
18.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
18.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
18.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
18.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
18.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
18.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
18.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
17.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
17.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
16.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
16.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
16.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
16.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
16.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
16.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
16.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
16.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
15.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
15.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
14.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
12.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
12.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
7.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.7
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.
SLC35C2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
57.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
46.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
42.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
36.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
36.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
35.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
32.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
31.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
30.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
30.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
29.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
28.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
28.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
27.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
27.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
27.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
27.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
26.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
25.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
24.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
24.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
23.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
23.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
22.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
21.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
20.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
19.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
19.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
18.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
18.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
18.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
17.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
16.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
15.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
14.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
14.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
10.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
SLC35C2 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
39.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
157.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
144.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
130.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
111.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
105.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
94.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
87.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
83.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
78.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
77.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
75.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
75.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
74.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
71.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
71.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
68.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
66.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
66.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
65.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
65.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
64.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
64.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
62.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
61.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
61.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
61.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
61.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
60.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
60.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
59.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
58.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
58.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
58.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
57.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
57.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
57.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
56.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
56.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
55.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
55.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
54.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
54.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
54.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
53.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
52.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
52.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
51.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
51.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
50.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
50.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
50.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
49.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
49.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
49.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
49.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
49.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
49.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
49.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
48.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
48.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
48.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
47.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
47.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
47.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
46.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
46.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
46.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
46.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
46.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
46.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
46.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
45.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
45.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
45.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
45.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
45.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
44.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
44.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
44.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
44.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
43.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
43.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
43.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
43.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
43.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
43.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
42.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
42.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
42.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
42.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
42.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
42.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
42.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
42.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
41.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
41.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
41.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
41.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
41.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
41.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
41.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
41.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
40.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
40.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
40.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
40.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
40.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
39.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
39.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
39.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
39.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
39.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
38.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
38.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
38.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
38.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
38.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
37.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
37.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
37.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
37.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
37.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
37.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
37.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
37.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
37.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
37.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
37.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
37.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
36.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
36.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
36.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
36.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
36.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
36.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
36.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
36.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
36.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
35.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
35.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
35.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
35.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
35.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
35.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
35.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
35.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
35.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
35.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
35.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
35.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
35.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
35.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
34.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
34.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
34.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
34.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
34.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
33.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
33.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
33.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
33.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
33.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
32.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
32.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
32.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
32.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
32.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
31.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
31.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
31.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
31.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
31.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
31.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
31.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
31.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
30.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
30.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
30.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
30.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
30.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
29.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
29.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
29.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
29.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
29.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
29.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
29.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
29.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
29.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
29.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
28.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
28.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
28.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
28.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
28.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
27.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
27.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
27.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
27.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
27.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
27.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
27.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
26.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
26.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
26.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
26.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
26.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
26.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
26.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
26.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
26.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
26.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
26.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
25.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
25.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
25.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
25.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
25.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
25.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
24.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
24.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
23.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
23.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
23.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
22.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
22.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
22.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
22.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
22.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
20.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
19.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
19.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
19.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
18.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
17.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
16.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
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
