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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.
SRP72 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
21.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
57.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
57.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
51.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
48.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
47.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
46.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
42.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
36.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
35.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
33.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
30.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
28.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
28.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
27.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
27.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
26.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
24.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
24.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
24.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
23.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
23.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
21.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
21.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
20.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
20.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
19.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
16.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
15.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
13.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
11.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
10.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
SRP72 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
34.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
77.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
74.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
73.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
66.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
66.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
66.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
65.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
65.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
65.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
64.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
64.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
64.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
63.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
63.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
63.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
63.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
62.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
62.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
62.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
62.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
62.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
62.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
62.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
61.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
61.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
61.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
61.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
61.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
60.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
60.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
60.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
60.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
59.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
59.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
59.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
58.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
58.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
58.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
58.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
58.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
58.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
58.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
57.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
57.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
57.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
56.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
56.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
56.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
56.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
56.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
56.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
56.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
55.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
55.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
55.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
55.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
55.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
55.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
54.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
54.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
54.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
54.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
54.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
54.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
53.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
53.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
53.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
53.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
53.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
53.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
53.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
53.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
52.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
52.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
52.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
51.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
51.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
51.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
51.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
51.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
51.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
51.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
51.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
51.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
51.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
50.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
50.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
50.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
50.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
50.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
50.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
50.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
50.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
50.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
50.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
49.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
49.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
49.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
49.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
49.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
49.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
49.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
49.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
48.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
48.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
48.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
48.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
48.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
48.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
48.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
48.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
48.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
48.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
48.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
48.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
48.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
48.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
48.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
47.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
47.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
47.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
47.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
47.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
47.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
46.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
46.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
46.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
46.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
46.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
46.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
46.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
46.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
46.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
46.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
46.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
46.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
46.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
46.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
46.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
46.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
46.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
45.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
45.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
45.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
45.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
45.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
45.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
45.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
45.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
45.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
45.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
44.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
44.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
44.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
44.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
44.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
44.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
44.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
44.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
44.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
44.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
44.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
44.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
43.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
43.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
43.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
43.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
43.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
43.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
43.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
42.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
42.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
42.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
42.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
42.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
42.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
42.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
42.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
42.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
41.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
41.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
41.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
41.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
41.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
41.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
41.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
41.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
41.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
41.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
41.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
41.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
41.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
41.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
40.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
40.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
40.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
40.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
40.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
40.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
40.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
40.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
40.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
40.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
40.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
40.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
40.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
39.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
39.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
39.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
39.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
39.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
39.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
39.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
39.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
39.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
39.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
39.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
39.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
39.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
39.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
39.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
38.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
38.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
38.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
38.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
38.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
38.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
38.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
38.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
38.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
37.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
37.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
37.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
37.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
37.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
37.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
36.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
36.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
36.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
36.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
36.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
36.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
36.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
36.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
36.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
36.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
36.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
36.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
36.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
36.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
36.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
35.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
35.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
35.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
35.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
35.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
35.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
35.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
35.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
35.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
34.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
34.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
34.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
34.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
34.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
34.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
34.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
34.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
33.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
33.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
33.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
33.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
33.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
33.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
33.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
32.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
32.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
32.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
32.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
32.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
32.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
32.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
32.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
32.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
32.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
32.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
31.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
31.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
31.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
31.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
31.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
31.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
31.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
31.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
30.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
30.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
30.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
30.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
30.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
30.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
30.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
30.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
30.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
30.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
30.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
29.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
29.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
29.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
29.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
29.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
29.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
29.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
29.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
29.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
29.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
29.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
28.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
28.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
28.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
27.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
27.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
27.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
27.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
27.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
27.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
27.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
27.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
26.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
26.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
26.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
26.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
26.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
26.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
26.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
26.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
26.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
25.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
25.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
25.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
25.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
25.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
25.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
25.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
24.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
24.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
23.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
23.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
22.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
22.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
21.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
20.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
20.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
20.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
20.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
19.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
18.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
17.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
17.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
16.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
14.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
11.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
7.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
SRP72 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
43.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
78.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
72.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
72.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
72.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
71.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
71.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
70.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
66.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
65.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
64.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
63.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
62.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
61.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
61.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
58.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
58.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
58.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
58.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
57.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
56.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
55.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
55.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
54.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
53.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
53.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
52.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
52.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
52.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
51.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
50.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
50.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
50.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
49.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
49.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
48.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
48.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
48.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
48.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
48.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
47.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
47.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
46.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
46.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
46.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
45.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
45.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
45.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
43.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
42.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
42.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
42.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
42.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
42.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
42.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
41.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
40.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
40.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
40.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
40.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
39.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
39.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
39.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
38.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
38.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
37.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
37.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
36.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
36.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
36.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
35.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
34.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
33.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
32.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
31.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
28.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
27.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
26.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
25.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
23.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
22.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.2
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.
SRP72 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
17.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
73.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
58.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
58.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
50.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
48.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
48.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
46.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
45.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
45.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
44.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
44.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
44.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
43.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
40.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
40.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
37.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
36.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
35.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
35.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
35.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
34.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
34.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
34.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
34.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
34.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
33.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
33.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
33.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
32.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
32.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
32.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
32.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
31.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
31.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
31.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
31.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
31.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
31.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
30.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
30.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
30.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
29.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
29.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
29.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
28.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
28.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
27.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
27.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
27.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
27.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
26.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
26.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
26.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
26.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
25.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
25.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
25.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
25.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
25.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
25.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
24.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
24.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
24.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
24.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
24.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
24.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
23.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
23.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
22.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
21.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
21.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
21.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
21.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
20.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
20.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
20.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
20.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
20.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
19.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
18.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
18.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
17.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
16.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
16.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
16.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
15.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
15.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
14.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
14.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
14.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
13.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
12.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
12.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
12.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
12.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
11.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
11.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
8.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
8.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
8.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
7.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
7.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
6.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
5.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
5.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
4.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.3
CPT0012180003
Tumor
1.0
CPT0012550003
Tumor
0.6
CPT0078830003
Tumor
0.6
CPT0079270003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0001180009
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0078990003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0009000003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0065430003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0025880003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0014350001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0065820001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0081620001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0014370004
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0078510003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0014160003
Tumor
-0.3
CPT0000640003
Tumor
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
