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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.
RUSC2 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
7.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
15.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
14.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
14.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
11.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
11.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
11.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
10.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
9.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
8.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
8.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
7.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
6.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 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.
RUSC2 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
13.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
34.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
34.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
33.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
31.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
31.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
30.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
30.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
30.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
29.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
29.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
29.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
27.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
27.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
27.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
26.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
26.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
26.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
26.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
26.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
25.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
25.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
25.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
25.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
25.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
23.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
23.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
22.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
22.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
22.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
22.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
22.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
22.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
21.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
21.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
21.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
21.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
21.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
20.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
20.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
20.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
20.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
20.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
19.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
19.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
19.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
19.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
19.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
18.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
18.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
17.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
17.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
17.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
17.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
17.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
16.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
16.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
16.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
16.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
16.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
16.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
16.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
16.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
16.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
15.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
15.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
15.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
14.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
14.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
14.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
13.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
13.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
13.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
12.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
12.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
11.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
11.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
11.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
10.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
10.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
10.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
10.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
9.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
9.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
9.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
8.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
8.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
8.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
8.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
8.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
7.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
7.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
7.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
7.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
7.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
6.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
6.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
6.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
6.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
6.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
6.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
5.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
5.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
5.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
5.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
4.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
4.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RUSC2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
36.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
30.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
29.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
28.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
28.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
27.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
27.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
26.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
24.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
24.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
23.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
22.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
20.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
20.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
15.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
15.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
13.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
13.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
11.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
11.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
11.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
10.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
10.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
10.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
9.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
9.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
9.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
8.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
8.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
7.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
7.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
6.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
6.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RUSC2 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
13.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
52.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
48.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
41.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
34.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
31.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
31.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
31.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
29.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
29.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
28.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
28.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
27.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
27.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
26.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
25.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
24.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
24.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
24.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
24.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
23.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
23.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
23.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
23.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
23.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
22.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
22.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
21.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
21.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
21.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
20.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
20.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
20.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
20.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
20.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
20.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
19.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
19.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
18.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
18.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
18.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
18.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
18.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
17.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
17.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
17.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
17.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
17.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
17.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
16.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
16.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
15.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
15.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
15.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
15.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
14.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
14.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
14.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
13.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
13.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
13.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
13.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
13.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
13.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
13.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
12.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
12.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
12.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
12.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
11.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
11.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
11.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
11.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
11.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
11.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
11.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
10.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
10.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
10.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
10.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
10.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
9.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
9.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
8.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
7.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
7.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
7.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
5.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
5.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066430001
Normal
1.7
CPT0000790001
Normal
1.7
CPT0026410003
Tumor
1.6
CPT0000890001
Normal
1.6
CPT0006730001
Normal
1.6
CPT0020130001
Normal
1.6
CPT0092740003
Normal
1.5
CPT0079000001
Normal
1.4
CPT0014350001
Normal
1.4
CPT0011240003
Tumor
1.3
CPT0079270003
Tumor
1.2
CPT0078510003
Tumor
1.2
CPT0019160001
Normal
1.1
CPT0012570003
Normal
0.9
CPT0014450004
Tumor
0.9
CPT0078530001
Normal
0.9
CPT0007870001
Normal
0.9
CPT0010170001
Normal
0.9
CPT0001500009
Tumor
0.8
CPT0023360001
Normal
0.8
CPT0076350001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0010110003
Tumor
0.8
CPT0013790003
Normal
0.8
CPT0001270001
Normal
0.8
CPT0020020001
Normal
0.7
CPT0012370003
Tumor
0.7
CPT0088570001
Normal
0.7
CPT0012550003
Tumor
0.7
CPT0012770003
Normal
0.6
CPT0088550004
Tumor
0.6
CPT0010120001
Normal
0.6
CPT0078940001
Normal
0.5
CPT0014470001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0088900003
Tumor
0.5
CPT0079300001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0024670003
Tumor
0.5
CPT0000870016
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0025610001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0069010001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0000660001
Normal
0.5
CPT0001550001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0010160003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0086970003
Normal
0.4
CPT0088710001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0012280003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0079510001
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0086830003
Normal
0.3
CPT0009060003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0007470001
Normal
0.3
CPT0079480003
Tumor
0.3
CPT0079180003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0001260009
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0069000003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0079380003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0081620001
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0063630003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0088780001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0092160003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0019130003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0092800003
Normal
-0.4
CPT0065430003
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0025920001
Normal
-0.5
CPT0077320001
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0088690003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0066480003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0092790003
Tumor
-0.6
CPT0078800003
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0025880003
Tumor
-0.7
CPT0065450001
Normal
-0.7
CPT0077310003
Tumor
-0.8
CPT0086370003
Normal
-0.8
CPT0084560003
Tumor
-0.8
CPT0066520001
Normal
-0.8
CPT0075130003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0064370003
Tumor
-0.8
CPT0092190003
Normal
-0.8
CPT0023350003
Tumor
-0.9
CPT0006440003
Tumor
-0.9
CPT0069190001
Normal
-1.0
CPT0075170001
Normal
-1.1
CPT0088970003
Tumor
-1.1
CPT0007860003
Tumor
-1.1
CPT0026420001
Normal
-1.1
CPT0088630003
Tumor
-1.3
CPT0078930003
Tumor
-1.4
CPT0009020003
Normal
-1.5
CPT0017410003
Tumor
-1.5
CPT0017450001
Normal
-1.5
CPT0020120003
Tumor
-1.7
CPT0019990003
Tumor
-1.7
CPT0012920003
Normal
-1.7
CPT0012900004
Tumor
-1.8
CPT0089460004
Tumor
-1.9
CPT0009000003
Tumor
-2.0
CPT0021240003
Tumor
-2.0
CPT0006630003
Tumor
-2.1
CPT0069160003
Tumor
-2.6
CPT0078660003
Tumor
-3.3
CPT0092730003
Tumor
-3.4
CPT0001350001
Normal
-3.5
CPT0001340003
Tumor
-3.6
CPT0066470004
Tumor
-8.7
CPT0001180009
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0078830003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0023710001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0078840001
Normal
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0011410003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0065930003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
