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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.
ERLIN1 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
11.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
68.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
29.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
17.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
16.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
16.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
14.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
14.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
13.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
13.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
13.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
12.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
11.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
11.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
10.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
ERLIN1 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
19.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
49.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
47.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
43.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
43.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
42.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
37.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
37.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
37.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
37.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
36.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
36.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
36.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
36.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
35.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
35.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
34.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
34.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
34.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
33.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
33.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
33.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
33.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
33.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
33.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
32.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
32.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
32.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
32.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
31.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
31.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
31.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
31.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
31.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
31.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
31.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
31.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
31.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
31.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
31.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
30.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
30.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
30.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
30.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
30.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
29.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
29.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
29.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
29.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
29.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
29.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
29.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
28.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
28.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
28.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
27.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
27.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
27.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
27.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
27.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
27.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
27.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
26.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
26.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
26.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
26.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
26.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
26.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
26.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
26.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
26.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
26.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
26.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
26.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
26.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
26.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
26.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
26.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
26.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
25.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
25.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
25.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
25.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
25.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
25.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
25.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
25.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
25.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
25.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
25.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
25.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
25.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
25.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
25.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
25.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
24.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
24.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
24.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
24.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
24.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
24.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
24.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
24.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
24.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
24.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
24.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
24.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
23.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
23.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
23.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
23.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
23.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
23.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
23.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
23.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
23.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
22.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
22.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
22.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
22.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
22.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
22.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
22.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
22.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
22.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
22.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
22.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
22.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
22.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
21.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
21.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
21.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
21.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
20.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
20.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
20.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
20.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
20.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
19.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
19.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
19.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
19.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
19.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
19.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
19.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
19.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
18.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
18.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
18.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
18.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
18.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
17.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
17.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
16.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
15.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
14.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
14.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
14.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
14.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
13.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
13.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
13.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
9.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
8.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 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.
ERLIN1 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
28.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
59.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
53.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
50.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
48.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
47.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
46.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
44.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
44.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
44.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
42.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
41.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
40.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
40.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
38.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
37.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
37.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
37.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
36.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
35.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
35.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
35.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
35.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
35.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
34.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
34.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
34.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
33.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
32.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
32.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
31.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
31.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
30.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
29.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
29.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
29.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
28.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
27.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
27.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
27.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
26.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
26.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
26.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
24.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
24.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
24.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
24.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
23.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
22.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
21.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
20.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
20.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 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.
ERLIN1 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
12.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
53.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
49.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
44.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
41.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
41.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
37.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
37.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
35.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
34.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
34.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
31.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
29.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
28.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
25.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
24.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
24.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
24.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
24.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
22.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
22.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
21.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
20.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
20.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
20.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
20.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
20.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
19.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
19.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
18.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
18.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
18.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
18.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
17.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
16.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
16.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
16.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
16.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
15.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
15.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
15.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
15.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
14.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
14.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
14.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
14.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
13.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
13.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
13.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
12.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
12.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
11.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
11.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
11.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
11.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
11.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
10.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
9.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
9.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
9.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
9.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
9.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
8.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
8.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
8.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
7.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
7.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
6.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
6.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
6.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
6.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
5.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
5.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
5.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
3.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002350011
Tumor
1.9
CPT0025110003
Tumor
1.4
CPT0001340003
Tumor
0.8
CPT0086950003
Tumor
0.7
CPT0014350001
Normal
0.6
CPT0081880003
Tumor
0.6
CPT0019130003
Tumor
0.6
CPT0079270003
Tumor
0.6
CPT0079480003
Tumor
0.5
CPT0006730001
Normal
0.5
CPT0092310003
Normal
0.4
CPT0078930003
Tumor
0.4
CPT0013790003
Normal
0.4
CPT0025290003
Tumor
0.4
CPT0089460004
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0087040003
Tumor
0.3
CPT0020020001
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0065450001
Normal
0.3
CPT0089020003
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0075130003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0023350003
Tumor
0.3
CPT0077140001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0010170001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0078990003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0082010001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0069190001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0065820001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0012080003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0024680001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0000870016
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0006440003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0001540009
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0001180009
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0017450001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0081990003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0077320001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0088550004
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0012550003
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0012920003
Normal
-0.6
CPT0079180003
Tumor
-0.7
CPT0088970003
Tumor
-0.7
CPT0017410003
Tumor
-0.8
CPT0078660003
Tumor
-0.9
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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
