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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.
XPO1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
68.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
28.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
28.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
25.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
24.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
23.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
22.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
21.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
19.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
18.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
17.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
17.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
17.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
14.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
14.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
12.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
10.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
XPO1 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
24.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
95.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
81.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
72.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
62.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
62.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
59.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
58.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
57.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
57.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
53.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
53.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
50.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
50.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
49.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
48.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
48.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
48.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
47.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
47.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
47.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
47.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
46.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
46.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
46.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
45.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
45.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
45.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
44.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
44.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
44.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
44.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
43.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
43.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
43.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
43.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
42.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
42.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
42.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
42.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
42.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
42.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
42.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
42.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
41.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
40.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
40.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
39.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
39.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
39.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
39.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
39.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
39.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
38.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
38.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
38.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
38.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
38.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
38.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
38.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
38.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
37.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
37.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
37.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
37.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
37.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
37.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
36.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
36.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
36.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
36.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
36.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
36.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
36.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
36.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
35.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
35.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
35.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
35.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
35.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
35.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
35.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
35.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
35.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
35.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
34.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
34.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
34.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
34.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
34.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
34.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
34.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
34.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
34.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
34.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
34.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
33.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
33.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
33.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
33.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
33.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
33.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
33.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
33.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
32.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
32.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
32.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
32.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
32.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
32.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
32.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
32.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
32.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
31.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
31.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
31.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
31.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
31.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
31.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
31.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
31.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
31.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
31.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
30.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
30.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
30.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
30.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
30.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
30.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
30.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
30.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
30.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
30.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
30.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
30.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
30.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
30.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
30.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
30.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
30.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
30.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
29.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
29.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
29.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
29.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
29.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
29.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
29.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
29.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
29.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
29.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
29.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
29.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
28.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
28.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
28.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
28.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
28.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
28.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
28.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
28.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
28.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
28.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
27.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
27.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
27.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
27.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
27.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
27.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
27.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
27.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
27.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
27.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
27.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
27.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
26.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
26.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
26.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
26.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
26.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
25.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
25.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
25.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
25.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
25.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
25.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
25.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
25.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
24.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
24.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
24.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
24.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
24.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
24.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
23.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
23.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
23.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
23.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
23.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
23.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
23.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
23.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
22.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
22.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
22.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
22.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
22.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
22.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
21.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
21.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
21.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
21.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
21.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
21.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
21.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
21.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
21.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
20.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
20.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
20.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
20.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
20.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
20.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
20.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
19.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
19.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
19.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
19.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
19.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
18.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
18.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
17.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
17.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
16.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
16.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
16.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
15.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
15.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
15.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
14.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
14.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
14.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
13.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
11.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
6.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.9
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.
XPO1 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
41.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
93.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
80.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
70.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
68.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
65.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
63.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
62.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
62.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
62.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
61.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
61.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
61.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
59.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
56.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
55.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
54.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
54.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
53.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
53.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
53.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
51.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
51.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
49.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
49.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
49.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
49.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
49.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
48.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
48.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
47.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
47.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
47.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
47.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
46.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
46.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
46.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
46.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
46.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
45.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
45.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
45.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
44.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
44.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
44.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
44.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
43.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
43.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
42.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
39.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
39.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
38.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
38.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
38.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
37.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
36.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
36.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
35.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
35.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
35.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
35.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
34.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
34.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
33.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
33.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
33.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
32.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
32.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
30.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
30.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
30.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
28.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
27.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
XPO1 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
20.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
63.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
60.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
59.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
54.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
52.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
51.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
50.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
49.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
46.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
45.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
44.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
43.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
42.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
42.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
40.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
40.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
39.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
38.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
37.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
37.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
36.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
36.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
35.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
35.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
35.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
34.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
34.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
34.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
33.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
33.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
33.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
33.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
33.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
32.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
32.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
32.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
32.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
32.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
32.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
31.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
31.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
30.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
30.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
29.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
29.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
29.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
29.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
29.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
29.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
29.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
28.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
28.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
28.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
28.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
27.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
27.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
27.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
27.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
26.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
26.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
25.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
25.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
25.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
25.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
23.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
23.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
22.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
22.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
22.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
21.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
21.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
21.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
20.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
20.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
20.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
20.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
19.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
19.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
19.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
19.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
18.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
18.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
18.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
18.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
18.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
18.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
18.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
18.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
17.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
17.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
17.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
17.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
17.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
16.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
16.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
15.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
15.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
15.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
15.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
14.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
14.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
14.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
13.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
13.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
13.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
12.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
12.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
11.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
8.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
7.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
3.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
3.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.7
CPT0012180003
Tumor
0.5
CPT0086870003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0000640003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0014450004
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0078660003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0020120003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0065870003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0012900004
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0079430001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0001500009
Tumor
-0.3
CPT0078530001
Normal
-0.4
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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
