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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.
PIK3CB 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
8.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
32.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
30.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
28.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
22.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
20.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
16.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
13.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
12.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
10.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 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.
PIK3CB is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
80.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
67.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
62.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
55.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
51.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
49.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
48.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
48.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
47.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
47.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
46.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
46.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
45.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
44.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
43.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
43.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
43.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
43.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
42.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
42.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
42.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
42.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
41.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
41.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
40.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
39.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
39.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
39.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
38.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
37.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
37.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
37.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
37.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
37.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
36.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
36.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
35.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
35.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
35.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
35.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
34.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
34.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
34.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
34.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
34.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
34.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
34.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
34.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
34.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
33.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
33.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
32.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
32.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
32.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
32.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
32.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
31.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
31.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
31.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
31.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
31.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
30.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
30.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
30.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
30.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
30.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
29.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
29.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
29.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
29.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
29.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
28.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
28.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
28.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
28.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
28.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
28.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
28.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
28.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
27.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
27.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
27.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
27.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
27.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
27.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
27.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
27.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
27.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
26.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
26.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
26.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
26.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
25.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
25.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
25.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
25.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
25.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
24.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
24.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
24.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
24.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
24.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
24.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
24.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
24.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
24.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
24.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
23.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
23.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
23.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
23.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
23.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
23.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
23.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
23.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
22.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
22.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
22.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
22.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
22.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
22.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
22.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
22.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
21.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
21.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
21.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
21.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
20.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
20.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
20.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
20.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
20.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
20.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
20.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
20.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
19.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
19.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
19.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
18.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
18.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
18.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
18.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
18.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
18.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
18.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
18.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
16.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
15.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
15.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
14.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
14.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
13.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
11.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
10.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
9.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
9.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
8.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
7.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
7.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
7.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
7.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
7.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
6.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
6.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
6.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
6.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
6.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
6.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
6.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
6.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
6.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
5.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
5.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
5.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
5.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
5.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
5.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
4.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
4.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
4.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
4.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
4.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
4.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
4.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
4.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
4.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
4.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
4.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
4.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
3.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
3.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
3.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
3.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
3.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
3.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
3.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
3.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
3.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
3.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
3.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
3.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
3.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
3.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
2.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
2.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
2.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
2.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
2.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
2.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
2.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
2.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
2.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
0.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
0.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
0.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
0.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
0.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
0.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 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.
PIK3CB is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
62.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
58.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
57.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
55.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
54.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
45.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
43.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
41.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
41.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
40.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
40.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
38.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
38.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
36.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
35.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
35.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
35.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
33.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
32.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
32.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
31.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
31.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
31.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
30.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
30.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
30.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
29.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
29.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
29.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
27.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
27.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
25.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
24.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
24.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
24.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
24.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
22.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
21.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
21.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
20.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
17.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
15.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
8.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
8.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
5.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
4.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIK3CB 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
14.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
788.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
74.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
56.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
47.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
42.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
41.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
40.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
40.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
39.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
39.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
38.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
37.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
37.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
36.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
35.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
34.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
34.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
33.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
33.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
30.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
28.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
28.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
28.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
28.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
28.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
27.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
26.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
25.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
24.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
24.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
24.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
24.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
23.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
22.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
21.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
20.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
19.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
19.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
18.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
18.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
18.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
18.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
17.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
17.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
17.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
17.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
16.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
14.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
14.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
13.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
13.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
12.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
12.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
12.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
11.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
10.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
10.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
10.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
9.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
8.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
8.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
8.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
7.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
7.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
6.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
6.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
6.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
6.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
5.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
5.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
5.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
5.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
4.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
4.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
4.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
4.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
4.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
4.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
4.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
4.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
4.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
3.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
3.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
3.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
2.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
2.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
2.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
0.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
0.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
0.9
CPT0012280003
Tumor
0.8
CPT0088690003
Tumor
0.8
CPT0001180009
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0077110003
Tumor
0.7
CPT0012670003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0024670003
Tumor
0.6
CPT0012370003
Tumor
0.6
CPT0014450004
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0065810003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0078830003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0076330003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0086360003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0007870001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0024680001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0078670001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0092730003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0089020003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0025170003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0075560003
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0017410003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0088760003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0075720003
Tumor
-0.3
CPT0078660003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0092290003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0092160003
Tumor
-0.4
CPT0092790003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0001340003
Tumor
-0.5
CPT0064370003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
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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.