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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.
SLC25A30 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
17.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
101.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
76.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
56.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
54.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
48.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
48.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
46.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
39.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
34.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
29.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
24.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
22.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
22.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
20.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
19.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
18.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
14.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
12.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
10.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
9.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
8.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
4.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
SLC25A30 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
78.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
77.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
65.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
61.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
61.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
58.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
58.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
52.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
51.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
50.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
47.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
43.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
42.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
40.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
36.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
36.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
35.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
35.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
33.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
33.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
31.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
31.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
31.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
31.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
29.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
29.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
29.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
29.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
29.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
28.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
28.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
28.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
28.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
27.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
27.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
27.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
27.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
26.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
26.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
26.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
26.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
25.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
25.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
25.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
25.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
25.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
25.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
25.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
25.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
24.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
24.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
24.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
24.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
24.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
24.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
23.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
23.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
23.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
23.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
23.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
23.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
23.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
22.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
22.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
22.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
22.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
22.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
21.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
21.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
21.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
21.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
21.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
20.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
20.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
20.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
20.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
20.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
19.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
19.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
18.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
18.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
18.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
18.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
18.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
18.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
18.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
18.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
18.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
18.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
17.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
17.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
17.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
17.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
16.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
16.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
16.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
16.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
15.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
15.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
15.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
14.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
14.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
14.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
14.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
13.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
13.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
13.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
13.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
12.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
12.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
12.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
12.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
10.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
10.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
10.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
10.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
9.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
9.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
9.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
8.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
8.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
7.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
7.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
6.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
6.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
6.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
6.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
6.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
5.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
5.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
5.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
5.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
5.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
5.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
5.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
5.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
5.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
5.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
4.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
3.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC25A30 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
73.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
61.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
43.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
43.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
39.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
36.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
35.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
33.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
33.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
31.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
31.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
29.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
27.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
27.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
26.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
24.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
23.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
23.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
21.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
21.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
21.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
20.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
18.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
17.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
16.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
15.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
14.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
11.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
10.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
10.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
9.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
9.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
9.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
8.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
8.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
SLC25A30 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
19.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
112.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
90.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
87.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
79.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
73.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
70.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
69.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
67.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
58.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
53.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
53.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
49.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
49.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
47.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
47.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
47.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
45.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
44.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
44.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
43.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
42.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
42.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
41.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
41.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
41.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
40.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
40.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
39.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
38.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
37.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
36.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
36.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
35.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
34.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
34.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
34.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
34.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
33.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
33.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
33.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
33.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
30.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
30.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
29.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
29.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
29.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
28.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
28.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
27.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
27.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
27.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
27.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
26.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
26.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
26.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
26.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
25.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
25.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
25.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
24.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
24.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
24.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
24.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
23.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
23.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
22.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
22.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
22.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
22.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
22.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
21.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
21.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
21.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
20.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
20.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
19.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
19.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
19.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
18.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
18.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
18.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
18.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
17.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
16.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
16.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
16.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
16.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
16.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
16.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
15.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
15.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
15.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
15.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
13.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
13.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
12.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
12.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
11.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
11.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
11.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
10.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
9.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
8.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
8.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
7.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
7.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
5.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
4.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
3.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.7
CPT0014350001
Normal
1.0
CPT0026420001
Normal
1.0
CPT0066430001
Normal
1.0
CPT0078800003
Tumor
0.9
CPT0092740003
Normal
0.8
CPT0000790001
Normal
0.8
CPT0063640001
Normal
0.8
CPT0089480003
Normal
0.8
CPT0088500001
Normal
0.8
CPT0092310003
Normal
0.7
CPT0006530001
Normal
0.7
CPT0014130001
Normal
0.7
CPT0088780001
Normal
0.7
CPT0079430001
Normal
0.7
CPT0082010001
Normal
0.6
CPT0081880003
Tumor
0.6
CPT0025060001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0023710001
Normal
0.6
CPT0065820001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0000660001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0065450001
Normal
0.5
CPT0013790003
Normal
0.5
CPT0078670001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0001230001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0001500009
Tumor
0.5
CPT0078940001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0089040001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0015730003
Tumor
0.4
CPT0010170001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0077140001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0069190001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0078530001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0075570001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0007470001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0025920001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0000640003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0020120003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0010110003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0086870003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0065750003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0020020001
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0089460004
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0024670003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0012280003
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0012550003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0079410003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0092790003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0001180009
Tumor
-0.5
CPT0009080003
Normal
-0.5
CPT0001340003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0023690003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0079180003
Tumor
-0.6
CPT0009020003
Normal
-0.6
CPT0079380003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0000780007
Tumor
-0.7
CPT0064370003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0088690003
Tumor
-0.7
CPT0065870003
Tumor
-0.7
CPT0063320003
Tumor
-0.8
CPT0065690003
Tumor
-0.8
CPT0001540009
Tumor
-0.8
CPT0006630003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0012920003
Normal
-0.8
CPT0077310003
Tumor
-0.8
CPT0025880003
Tumor
-0.8
CPT0012370003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0063630003
Tumor
-0.9
CPT0015910003
Tumor
-0.9
CPT0086950003
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0017410003
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0085670003
Tumor
-0.9
CPT0012900004
Tumor
-1.0
CPT0066480003
Tumor
-1.0
CPT0088550004
Tumor
-1.1
CPT0065930003
Tumor
-1.1
CPT0001260009
Tumor
-1.1
CPT0071150004
Tumor
-1.3
CPT0009060003
Tumor
-1.3
CPT0081990003
Tumor
-1.4
CPT0011240003
Tumor
-1.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
