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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.
PPP1R2 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
13.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
43.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
37.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
31.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
29.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
29.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
28.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
24.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
21.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
20.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
19.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
19.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
17.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
13.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
13.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
12.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
11.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
11.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
10.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1.5
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.
PPP1R2 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
18.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
70.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
68.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
64.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
39.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
36.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
35.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
35.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
33.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
33.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
32.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
32.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
31.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
31.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
31.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
31.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
31.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
31.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
30.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
30.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
30.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
30.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
30.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
29.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
29.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
29.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
29.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
29.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
29.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
28.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
28.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
28.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
28.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
28.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
27.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
27.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
27.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
27.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
27.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
27.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
27.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
27.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
27.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
27.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
27.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
27.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
27.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
27.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
26.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
26.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
26.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
26.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
26.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
26.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
26.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
26.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
26.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
26.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
25.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
25.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
25.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
25.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
25.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
25.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
25.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
25.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
25.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
25.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
24.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
24.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
24.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
24.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
24.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
24.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
24.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
24.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
24.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
24.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
24.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
24.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
24.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
24.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
23.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
23.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
23.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
23.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
23.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
23.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
23.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
22.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
22.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
22.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
22.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
22.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
22.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
22.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
22.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
22.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
22.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
22.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
21.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
21.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
21.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
21.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
21.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
21.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
21.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
21.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
21.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
21.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
21.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
21.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
21.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
21.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
21.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
20.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
20.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
20.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
20.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
20.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
20.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
20.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
20.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
20.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
20.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
20.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
20.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
20.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
20.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
20.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
19.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
19.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
19.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
19.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
19.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
19.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
19.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
19.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
19.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
19.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
19.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
18.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
18.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
18.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
17.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
17.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
17.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
17.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
17.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
17.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
17.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
16.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
16.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
16.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
15.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
15.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
15.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
15.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
14.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
13.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
12.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
12.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
11.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
PPP1R2 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
22.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
39.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
32.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
29.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
29.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
29.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
29.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
29.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
29.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
28.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
28.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
28.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
27.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
27.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
27.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
26.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
26.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
26.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
26.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
26.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
25.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
25.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
22.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
22.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
21.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
21.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
21.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
21.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
21.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
21.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
21.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
21.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
20.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
19.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
18.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
18.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
10.8
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.
PPP1R2 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
17.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
47.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
41.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
39.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
39.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
39.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
38.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
37.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
37.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
37.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
36.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
36.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
35.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
34.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
34.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
32.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
32.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
32.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
32.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
32.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
31.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
30.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
30.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
29.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
29.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
29.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
29.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
29.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
28.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
28.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
28.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
28.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
28.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
28.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
27.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
27.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
27.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
27.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
27.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
27.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
27.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
26.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
26.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
26.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
26.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
25.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
25.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
25.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
25.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
23.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
23.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
22.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
22.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
22.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
22.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
22.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
21.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
21.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
21.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
21.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
21.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
20.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
20.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
20.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
20.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
20.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
19.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
19.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
19.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
19.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
19.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
19.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
18.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
18.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
18.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
18.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
17.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
17.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
17.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
16.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
16.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
16.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
16.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
16.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
15.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
15.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
14.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
13.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
12.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
12.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
11.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
10.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
10.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
10.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
9.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
8.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
8.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
8.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
7.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
6.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
6.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
6.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
5.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
5.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
5.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
5.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
4.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
0.6
CPT0025050003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0025580004
Tumor
0.6
CPT0011410003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0092190003
Normal
0.4
CPT0071150004
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0088480003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0076330003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0002270011
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0001340003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0081990003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0012570003
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0092800003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0017450001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0001180009
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0065820001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0023360001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0063330001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0063640001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0023690003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0014350001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0078930003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0065690003
Tumor
-0.4
CPT0092290003
Tumor
-0.5
CPT0066430001
Normal
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
