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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.
PPP4R3B 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
10.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
29.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
25.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
23.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
22.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
20.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
18.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
17.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
16.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
16.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
14.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
10.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
9.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
7.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
6.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
PPP4R3B is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
105.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
103.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
81.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
77.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
66.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
66.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
65.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
65.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
64.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
64.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
57.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
57.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
57.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
55.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
55.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
54.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
54.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
53.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
53.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
53.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
53.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
51.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
51.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
51.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
51.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
50.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
50.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
50.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
50.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
50.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
50.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
49.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
49.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
49.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
49.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
48.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
48.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
48.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
48.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
48.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
47.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
47.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
47.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
47.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
47.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
47.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
47.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
46.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
46.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
46.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
46.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
46.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
46.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
45.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
45.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
45.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
45.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
45.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
45.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
44.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
44.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
44.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
44.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
44.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
44.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
44.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
43.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
43.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
43.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
42.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
42.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
42.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
42.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
42.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
41.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
41.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
41.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
41.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
41.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
41.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
41.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
41.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
40.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
40.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
40.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
40.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
40.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
40.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
40.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
40.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
40.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
40.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
40.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
40.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
39.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
39.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
39.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
39.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
39.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
39.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
39.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
39.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
39.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
39.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
39.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
38.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
38.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
38.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
38.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
38.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
38.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
38.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
38.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
38.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
38.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
38.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
38.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
37.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
37.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
37.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
37.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
37.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
37.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
37.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
36.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
36.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
36.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
36.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
36.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
36.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
36.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
36.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
36.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
36.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
36.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
36.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
36.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
35.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
35.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
35.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
35.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
35.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
35.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
35.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
35.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
35.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
35.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
35.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
35.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
35.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
35.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
35.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
35.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
35.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
34.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
34.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
34.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
34.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
34.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
34.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
34.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
34.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
34.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
34.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
34.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
34.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
34.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
34.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
34.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
34.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
34.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
34.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
33.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
33.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
33.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
33.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
33.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
33.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
33.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
33.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
33.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
33.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
33.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
33.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
32.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
32.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
32.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
32.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
32.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
32.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
32.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
32.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
32.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
32.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
32.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
32.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
32.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
32.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
32.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
32.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
32.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
32.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
32.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
32.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
32.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
31.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
31.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
31.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
31.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
31.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
31.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
31.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
31.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
31.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
31.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
31.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
31.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
30.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
30.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
30.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
30.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
30.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
30.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
30.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
30.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
30.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
29.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
29.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
29.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
29.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
29.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
29.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
29.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
29.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
29.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
29.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
29.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
29.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
29.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
29.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
29.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
28.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
28.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
28.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
28.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
28.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
28.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
28.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
27.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
27.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
27.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
27.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
27.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
27.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
27.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
27.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
27.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
27.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
27.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
27.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
26.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
26.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
26.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
26.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
26.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
26.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
26.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
26.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
26.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
25.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
25.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
25.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
25.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
25.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
25.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
25.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
25.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
24.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
24.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
24.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
24.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
24.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
24.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
24.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
24.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
24.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
23.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
23.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
23.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
23.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
23.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
23.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
23.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
23.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
23.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
22.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
22.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
22.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
22.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
22.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
21.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
21.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
21.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
21.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
21.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
21.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
20.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
20.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
20.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
20.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
20.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
19.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
19.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
19.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
17.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
17.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
17.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
17.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
17.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
17.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
15.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
15.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
14.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
12.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
PPP4R3B is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
41.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
86.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
78.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
65.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
64.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
63.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
62.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
62.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
61.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
59.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
58.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
58.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
56.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
56.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
55.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
55.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
54.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
53.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
53.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
53.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
52.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
51.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
51.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
51.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
51.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
51.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
49.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
49.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
48.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
48.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
48.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
47.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
47.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
46.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
46.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
46.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
46.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
46.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
46.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
45.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
45.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
44.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
44.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
43.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
43.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
43.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
42.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
42.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
41.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
41.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
41.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
40.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
39.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
39.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
37.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
37.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
35.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
34.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
34.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
33.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
33.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
33.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
33.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
33.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
32.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
32.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
32.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
31.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
31.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
30.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
29.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
27.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
27.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
26.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
25.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
24.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
23.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
23.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
22.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
20.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.6
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.
PPP4R3B 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
16.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
45.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
43.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
43.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
42.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
41.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
41.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
40.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
38.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
38.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
38.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
38.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
37.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
37.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
33.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
33.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
32.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
32.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
31.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
31.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
31.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
31.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
31.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
30.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
30.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
30.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
29.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
28.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
28.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
28.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
27.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
27.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
27.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
27.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
26.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
26.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
26.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
25.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
25.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
25.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
25.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
25.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
24.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
24.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
24.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
24.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
23.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
23.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
23.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
23.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
23.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
23.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
22.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
22.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
22.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
22.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
22.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
22.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
21.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
21.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
21.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
21.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
21.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
20.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
20.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
20.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
19.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
19.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
18.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
18.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
18.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
17.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
17.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
17.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
16.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
16.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
16.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
15.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
15.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
14.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
14.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
13.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
13.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
13.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
12.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
12.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
12.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
12.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
11.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
9.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
7.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
7.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
4.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086030003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0084590001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0012900004
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0001270001
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0092310003
Normal
0.2
CPT0009080003
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0000790001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0065450001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0077310003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0010170001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0066520001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0069010001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0077140001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0001340003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0092800003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0092160003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0019990003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0023350003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0000640003
Tumor
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
