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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.
PPP2CB 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
57.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
145.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
122.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
110.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
108.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
103.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
101.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
88.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
88.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
87.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
86.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
84.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
79.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
76.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
72.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
71.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
70.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
69.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
69.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
65.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
64.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
64.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
63.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
62.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
61.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
61.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
60.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
59.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
59.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
58.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
57.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
57.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
57.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
53.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
52.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
52.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
52.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
49.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
49.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
49.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
48.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
46.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
45.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
45.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
43.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
41.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
40.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
38.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
38.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
36.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
36.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
34.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
33.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
33.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
33.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
32.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
31.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
31.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
31.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
31.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
24.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
19.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP2CB 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
74.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
235.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
200.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
196.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
191.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
182.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
164.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
159.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
158.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
155.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
151.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
149.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
148.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
148.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
145.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
144.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
143.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
142.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
140.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
140.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
139.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
136.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
135.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
135.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
134.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
133.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
132.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
131.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
131.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
131.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
129.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
128.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
127.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
127.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
126.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
124.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
124.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
124.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
123.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
123.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
122.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
121.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
121.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
120.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
118.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
117.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
117.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
115.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
114.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
114.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
114.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
113.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
113.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
113.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
112.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
112.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
111.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
111.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
111.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
110.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
110.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
110.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
110.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
110.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
110.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
109.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
108.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
108.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
108.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
107.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
107.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
107.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
107.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
107.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
106.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
106.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
106.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
105.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
105.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
105.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
105.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
105.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
104.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
104.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
104.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
104.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
103.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
103.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
103.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
102.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
102.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
102.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
101.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
101.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
101.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
101.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
100.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
100.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
100.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
99.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
99.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
98.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
98.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
98.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
98.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
98.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
98.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
97.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
97.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
97.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
97.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
96.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
96.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
96.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
96.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
96.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
95.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
95.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
95.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
95.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
95.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
94.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
94.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
94.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
94.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
93.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
93.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
93.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
93.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
93.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
93.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
93.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
92.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
92.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
92.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
92.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
92.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
91.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
91.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
91.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
91.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
90.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
90.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
90.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
90.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
90.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
89.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
89.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
89.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
89.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
88.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
88.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
88.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
88.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
88.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
88.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
87.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
87.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
87.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
87.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
87.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
87.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
87.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
87.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
86.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
86.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
86.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
86.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
86.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
86.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
86.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
86.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
86.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
85.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
85.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
85.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
85.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
84.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
84.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
84.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
84.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
84.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
83.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
83.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
83.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
82.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
82.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
82.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
82.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
82.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
82.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
82.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
82.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
81.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
81.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
81.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
81.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
81.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
80.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
80.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
80.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
80.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
80.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
80.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
80.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
80.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
79.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
79.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
79.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
79.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
78.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
78.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
78.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
78.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
78.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
77.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
77.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
77.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
77.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
77.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
77.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
77.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
77.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
77.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
76.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
76.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
76.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
76.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
76.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
75.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
75.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
75.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
75.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
75.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
75.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
75.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
75.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
74.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
74.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
74.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
74.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
73.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
73.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
73.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
73.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
73.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
73.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
73.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
73.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
72.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
72.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
72.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
72.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
72.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
72.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
72.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
72.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
72.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
72.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
71.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
71.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
71.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
71.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
71.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
70.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
70.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
70.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
70.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
70.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
69.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
69.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
69.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
69.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
69.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
69.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
69.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
69.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
69.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
69.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
68.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
68.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
68.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
68.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
68.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
68.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
68.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
67.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
67.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
67.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
67.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
67.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
67.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
67.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
67.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
67.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
67.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
66.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
66.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
66.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
66.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
66.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
66.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
66.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
66.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
65.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
65.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
65.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
65.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
64.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
64.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
64.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
64.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
64.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
64.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
63.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
63.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
63.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
63.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
62.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
62.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
62.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
62.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
62.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
62.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
61.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
61.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
61.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
61.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
61.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
61.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
61.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
61.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
61.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
60.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
60.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
60.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
60.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
59.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
59.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
59.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
59.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
58.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
58.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
58.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
58.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
58.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
57.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
57.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
57.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
57.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
57.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
57.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
57.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
57.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
57.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
57.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
56.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
56.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
56.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
56.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
56.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
56.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
55.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
55.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
54.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
54.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
54.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
54.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
54.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
54.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
53.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
53.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
53.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
53.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
53.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
53.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
53.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
53.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
52.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
52.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
52.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
52.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
52.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
52.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
52.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
52.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
51.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
51.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
51.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
51.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
51.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
51.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
50.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
49.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
49.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
49.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
49.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
49.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
49.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
48.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
48.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
48.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
48.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
48.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
48.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
47.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
47.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
47.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
47.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
46.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
46.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
46.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
46.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
46.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
46.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
45.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
45.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
45.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
45.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
45.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
45.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
45.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
44.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
44.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
44.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
44.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
44.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
43.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
43.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
43.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
43.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
43.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
42.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
42.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
42.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
42.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
42.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
41.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
41.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
41.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
41.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
40.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
40.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
40.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
40.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
40.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
40.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
40.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
40.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
39.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
39.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
39.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
39.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
39.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
38.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
38.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
38.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
38.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
37.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
37.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
37.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
37.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
37.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
36.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
36.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
35.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
35.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
34.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
34.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
34.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
33.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
32.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
32.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
32.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
32.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
31.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
31.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
31.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
30.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
30.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
30.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
28.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
28.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
28.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
27.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
27.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
27.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
26.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
26.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
26.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
25.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
25.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
25.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
23.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
22.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
21.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
19.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
19.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
PPP2CB 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
90.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
202.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
178.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
174.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
165.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
163.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
163.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
162.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
159.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
153.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
144.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
135.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
134.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
133.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
131.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
130.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
126.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
125.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
124.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
124.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
119.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
118.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
118.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
116.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
114.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
110.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
109.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
107.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
106.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
105.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
104.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
102.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
100.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
100.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
100.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
100.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
98.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
97.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
95.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
95.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
95.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
95.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
93.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
92.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
92.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
92.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
92.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
90.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
89.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
88.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
88.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
87.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
85.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
83.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
83.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
81.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
81.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
79.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
76.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
76.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
76.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
75.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
75.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
74.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
74.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
73.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
71.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
70.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
70.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
69.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
67.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
67.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
66.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
65.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
64.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
63.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
63.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
63.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
59.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
58.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
56.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
56.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
54.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
53.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
53.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
51.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
50.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
50.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
49.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
43.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
39.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
34.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
33.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
30.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
PPP2CB 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
81.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
382.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
313.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
283.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
281.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
271.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
253.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
226.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
224.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
198.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
195.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
189.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
185.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
179.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
170.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
163.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
149.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
149.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
145.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
144.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
143.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
140.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
138.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
133.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
130.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
128.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
127.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
127.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
124.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
123.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
123.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
122.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
122.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
122.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
120.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
120.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
119.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
118.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
116.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
115.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
113.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
111.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
110.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
110.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
110.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
110.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
109.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
109.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
109.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
108.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
107.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
107.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
106.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
105.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
105.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
104.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
102.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
102.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
100.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
100.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
100.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
99.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
99.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
98.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
98.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
98.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
97.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
97.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
97.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
96.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
96.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
96.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
96.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
96.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
95.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
95.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
95.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
94.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
94.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
94.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
94.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
93.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
93.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
93.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
92.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
91.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
91.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
91.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
89.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
89.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
88.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
88.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
87.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
86.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
86.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
86.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
86.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
85.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
85.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
85.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
84.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
84.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
84.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
84.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
83.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
83.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
82.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
82.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
82.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
81.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
81.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
81.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
81.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
81.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
80.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
80.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
79.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
79.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
79.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
79.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
76.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
76.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
76.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
76.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
76.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
75.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
75.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
75.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
74.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
74.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
74.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
74.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
73.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
73.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
72.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
72.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
72.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
71.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
69.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
69.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
69.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
69.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
69.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
69.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
69.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
69.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
68.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
68.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
68.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
68.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
68.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
68.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
67.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
67.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
67.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
67.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
67.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
66.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
66.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
66.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
66.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
65.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
65.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
65.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
65.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
65.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
64.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
64.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
64.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
64.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
64.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
64.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
63.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
63.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
63.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
63.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
62.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
62.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
62.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
61.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
61.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
61.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
61.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
60.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
60.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
60.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
60.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
59.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
59.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
59.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
59.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
59.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
59.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
58.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
58.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
58.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
58.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
57.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
57.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
56.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
56.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
55.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
55.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
55.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
55.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
54.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
54.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
54.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
54.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
54.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
53.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
53.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
52.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
52.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
52.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
52.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
51.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
51.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
51.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
51.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
50.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
50.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
50.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
50.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
48.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
48.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
48.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
48.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
47.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
47.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
47.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
47.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
46.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
46.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
46.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
46.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
46.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
46.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
45.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
44.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
44.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
44.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
43.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
42.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
42.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
42.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
42.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
41.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
40.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
40.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
39.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
38.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
38.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
37.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
36.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
35.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
35.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
34.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
33.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
31.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
29.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
27.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
27.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
25.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
24.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
23.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
23.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
21.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
20.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
15.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
12.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0069000003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0009000003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0002270011
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0019130003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0077320001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0069010001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0084590001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0079510001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0025060001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0066430001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0012550003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0001340003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0001180009
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0023690003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0086030003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
