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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.
SNRNP27 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
14.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
40.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
32.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
32.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
28.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
24.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
24.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
23.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
23.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
23.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
22.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
17.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
15.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
14.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
12.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
5.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
SNRNP27 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
92.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
85.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
41.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
40.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
40.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
39.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
38.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
38.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
37.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
36.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
36.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
36.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
34.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
34.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
33.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
33.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
33.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
33.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
33.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
32.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
32.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
32.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
32.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
31.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
31.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
31.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
31.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
31.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
31.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
31.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
30.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
30.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
30.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
29.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
29.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
29.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
29.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
29.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
29.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
29.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
29.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
29.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
29.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
28.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
28.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
28.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
28.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
28.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
28.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
28.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
28.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
28.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
28.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
28.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
28.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
28.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
27.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
27.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
27.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
27.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
27.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
27.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
27.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
27.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
27.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
27.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
27.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
27.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
26.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
26.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
26.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
26.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
26.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
26.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
26.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
26.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
26.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
26.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
26.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
25.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
25.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
25.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
25.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
25.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
25.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
25.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
25.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
25.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
25.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
25.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
24.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
24.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
24.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
24.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
24.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
24.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
24.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
24.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
24.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
24.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
24.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
24.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
24.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
24.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
24.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
24.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
23.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
23.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
23.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
23.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
23.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
23.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
23.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
23.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
23.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
23.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
23.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
23.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
23.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
23.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
23.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
23.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
22.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
22.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
22.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
22.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
22.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
22.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
22.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
22.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
22.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
22.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
22.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
22.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
22.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
22.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
22.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
22.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
22.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
22.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
21.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
21.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
21.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
21.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
21.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
21.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
21.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
21.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
21.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
21.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
21.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
21.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
21.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
21.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
21.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
21.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
21.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
21.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
20.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
20.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
20.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
20.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
20.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
20.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
20.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
20.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
20.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
20.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
20.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
20.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
19.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
19.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
19.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
19.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
19.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
19.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
19.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
19.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
18.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
18.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
18.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
18.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
18.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
18.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
18.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
18.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
17.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
17.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
16.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
16.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
16.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
16.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
13.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
13.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.0
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.
SNRNP27 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
52.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
51.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
49.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
48.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
47.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
45.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
45.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
45.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
44.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
44.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
43.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
43.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
42.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
42.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
41.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
41.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
41.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
41.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
40.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
40.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
39.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
38.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
38.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
36.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
35.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
35.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
34.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
34.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
34.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
34.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
33.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
33.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
33.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
33.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
32.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
32.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
32.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
30.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
29.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
29.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
29.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
27.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
26.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
26.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
26.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
26.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
26.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
25.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
24.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
23.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
22.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
20.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
17.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
17.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
16.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
SNRNP27 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
15.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
43.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
42.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
38.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
36.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
35.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
35.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
32.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
30.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
29.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
27.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
27.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
27.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
25.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
25.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
25.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
25.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
25.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
24.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
24.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
24.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
23.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
23.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
23.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
22.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
22.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
22.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
22.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
22.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
22.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
22.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
21.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
21.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
21.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
21.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
21.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
20.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
20.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
19.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
19.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
19.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
19.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
19.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
18.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
18.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
18.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
18.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
18.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
18.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
18.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
17.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
17.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
17.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
16.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
16.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
16.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
16.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
15.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
15.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
15.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
15.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
15.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
14.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
13.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
13.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
13.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
13.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
13.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
12.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
11.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
11.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
11.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
9.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
9.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
9.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
7.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
6.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
6.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
6.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
5.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
4.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017410003
Tumor
0.8
CPT0006440003
Tumor
0.7
CPT0009060003
Tumor
0.6
CPT0010160003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0081600003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0078930003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0077140001
Normal
0.3
CPT0009000003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0065810003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0088900003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0092790003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0088760003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0025880003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0079430001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0009080003
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0078840001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0077500001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0092310003
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0026420001
Normal
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
