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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.
IMPDH2 is potential prognostic, high expression is unfavorable 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
66.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
329.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
195.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
178.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
142.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
130.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
110.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
108.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
106.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
104.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
101.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
92.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
90.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
88.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
82.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
81.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
80.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
80.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
77.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
76.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
74.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
72.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
71.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
70.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
67.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
67.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
67.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
66.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
62.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
61.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
60.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
58.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
55.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
54.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
54.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
53.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
53.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
51.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
50.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
48.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
46.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
44.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
43.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
41.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
40.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
40.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
39.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
38.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
37.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
36.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
34.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
33.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
32.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
31.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
27.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
27.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
26.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
24.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
23.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
18.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
13.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
IMPDH2 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
58.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
218.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
183.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
148.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
147.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
141.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
135.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
132.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
132.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
131.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
129.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
124.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
122.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
121.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
117.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
115.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
115.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
112.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
112.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
111.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
111.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
110.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
109.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
109.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
108.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
108.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
104.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
104.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
104.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
102.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
102.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
101.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
101.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
101.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
98.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
97.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
97.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
97.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
96.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
96.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
95.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
95.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
95.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
94.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
94.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
94.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
93.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
93.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
93.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
93.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
92.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
92.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
91.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
89.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
89.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
88.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
88.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
88.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
88.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
88.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
87.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
86.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
85.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
85.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
84.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
84.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
84.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
84.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
84.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
83.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
83.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
82.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
82.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
82.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
82.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
81.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
81.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
81.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
80.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
80.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
80.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
79.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
79.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
79.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
79.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
79.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
78.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
78.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
78.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
78.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
78.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
78.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
77.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
77.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
77.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
76.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
76.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
76.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
76.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
75.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
75.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
75.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
75.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
75.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
75.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
75.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
74.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
74.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
74.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
74.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
74.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
73.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
73.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
73.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
73.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
72.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
72.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
72.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
72.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
72.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
72.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
72.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
72.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
72.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
72.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
72.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
72.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
72.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
71.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
71.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
71.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
71.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
71.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
71.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
71.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
71.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
71.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
70.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
70.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
70.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
70.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
70.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
70.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
70.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
70.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
70.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
70.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
70.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
69.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
69.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
69.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
69.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
69.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
69.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
69.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
69.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
68.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
68.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
68.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
68.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
68.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
68.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
67.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
67.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
67.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
67.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
67.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
67.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
67.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
67.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
66.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
66.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
66.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
66.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
66.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
66.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
66.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
66.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
65.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
65.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
65.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
65.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
65.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
64.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
64.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
64.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
64.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
64.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
64.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
64.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
64.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
64.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
63.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
63.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
63.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
63.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
63.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
63.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
63.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
63.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
63.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
63.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
62.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
62.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
62.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
62.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
62.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
62.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
62.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
62.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
62.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
61.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
61.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
61.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
61.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
61.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
61.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
61.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
61.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
61.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
61.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
61.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
60.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
60.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
60.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
60.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
60.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
60.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
60.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
59.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
59.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
59.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
59.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
59.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
59.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
59.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
59.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
59.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
59.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
58.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
58.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
58.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
58.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
58.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
58.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
58.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
58.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
58.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
57.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
57.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
57.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
57.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
57.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
57.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
57.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
57.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
57.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
57.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
57.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
57.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
56.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
56.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
56.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
56.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
56.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
56.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
56.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
56.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
56.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
56.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
56.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
56.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
55.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
55.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
55.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
55.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
55.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
55.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
55.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
55.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
55.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
55.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
55.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
54.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
54.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
54.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
54.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
54.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
53.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
53.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
53.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
53.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
53.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
53.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
53.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
52.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
52.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
52.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
52.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
52.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
52.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
52.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
52.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
51.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
51.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
51.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
51.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
51.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
51.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
51.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
50.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
50.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
50.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
50.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
50.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
50.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
50.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
50.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
50.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
50.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
49.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
49.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
49.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
49.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
49.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
49.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
49.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
48.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
48.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
48.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
48.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
48.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
48.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
48.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
47.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
47.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
47.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
47.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
47.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
47.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
47.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
47.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
47.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
46.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
46.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
46.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
46.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
46.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
46.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
46.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
46.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
46.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
46.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
46.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
45.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
45.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
45.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
45.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
45.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
45.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
45.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
45.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
44.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
44.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
44.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
44.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
44.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
44.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
44.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
44.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
44.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
43.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
43.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
43.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
43.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
43.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
42.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
42.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
42.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
42.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
42.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
42.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
42.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
42.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
42.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
42.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
41.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
40.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
40.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
40.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
40.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
39.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
39.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
39.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
39.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
39.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
39.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
38.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
38.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
38.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
38.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
38.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
37.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
37.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
37.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
37.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
37.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
37.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
37.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
36.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
36.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
36.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
36.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
35.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
34.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
33.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
33.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
32.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
32.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
32.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
32.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
32.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
32.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
32.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
32.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
32.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
32.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
32.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
31.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
31.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
31.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
31.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
30.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
29.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
29.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
29.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
29.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
28.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
28.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
28.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
28.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
28.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
28.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
28.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
28.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
27.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
27.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
27.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
26.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
26.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
26.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
26.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
25.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
25.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
25.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
25.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
25.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
25.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
24.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
24.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
24.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
24.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
23.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
22.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
22.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
22.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
22.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
21.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
18.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
14.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 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.
IMPDH2 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
56.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
144.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
133.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
130.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
118.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
116.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
114.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
99.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
98.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
93.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
93.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
91.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
87.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
84.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
79.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
77.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
76.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
75.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
73.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
72.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
72.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
70.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
70.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
69.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
69.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
69.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
69.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
66.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
65.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
64.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
64.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
61.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
60.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
59.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
58.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
58.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
58.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
58.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
57.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
56.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
55.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
55.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
54.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
54.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
54.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
52.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
52.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
52.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
51.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
49.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
48.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
48.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
47.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
47.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
47.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
46.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
46.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
46.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
46.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
45.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
45.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
44.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
44.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
43.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
43.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
42.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
42.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
42.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
41.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
40.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
39.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
37.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
36.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
36.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
36.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
36.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
35.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
34.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
33.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
32.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
31.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
31.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
30.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
30.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
29.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
29.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
29.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
27.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
27.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
25.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
IMPDH2 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
68.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
188.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
177.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
157.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
157.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
151.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
149.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
149.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
149.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
148.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
143.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
140.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
140.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
136.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
136.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
135.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
135.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
133.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
132.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
132.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
131.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
131.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
128.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
126.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
124.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
120.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
119.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
118.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
117.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
117.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
116.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
116.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
115.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
113.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
112.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
112.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
111.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
111.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
110.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
110.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
110.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
109.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
108.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
107.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
104.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
104.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
104.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
102.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
102.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
102.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
100.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
100.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
98.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
97.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
96.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
95.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
94.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
94.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
92.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
92.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
92.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
91.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
91.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
90.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
90.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
90.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
89.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
89.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
88.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
88.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
88.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
87.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
87.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
87.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
87.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
87.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
87.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
87.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
86.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
85.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
84.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
84.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
84.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
83.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
83.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
83.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
83.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
83.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
83.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
83.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
82.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
82.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
82.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
82.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
81.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
81.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
81.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
81.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
79.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
79.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
79.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
78.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
78.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
77.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
77.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
77.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
77.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
76.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
75.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
75.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
75.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
75.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
74.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
74.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
73.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
73.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
72.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
71.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
70.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
70.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
70.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
69.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
68.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
68.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
68.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
67.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
67.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
67.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
66.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
66.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
65.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
65.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
65.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
65.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
64.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
64.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
64.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
63.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
63.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
63.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
62.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
62.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
62.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
62.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
62.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
62.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
62.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
61.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
61.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
61.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
60.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
60.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
60.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
60.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
60.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
60.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
59.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
59.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
59.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
59.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
59.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
59.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
58.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
58.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
58.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
58.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
58.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
58.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
58.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
57.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
57.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
57.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
57.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
57.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
56.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
56.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
56.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
56.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
55.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
55.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
54.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
54.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
54.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
53.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
53.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
53.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
53.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
52.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
52.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
52.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
51.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
51.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
50.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
50.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
50.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
49.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
48.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
48.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
48.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
47.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
47.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
46.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
46.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
46.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
45.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
45.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
45.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
45.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
44.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
44.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
44.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
44.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
44.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
43.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
43.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
43.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
42.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
42.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
42.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
41.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
40.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
40.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
39.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
38.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
38.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
38.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
36.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
36.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
35.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
35.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
34.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
34.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
34.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
34.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
34.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
33.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
33.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
32.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
32.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
32.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
31.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
30.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
30.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
30.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
29.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
29.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
29.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
26.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
26.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
25.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
25.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
24.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
24.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
22.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
21.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
20.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
20.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
19.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
17.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001260009
Tumor
1.3
CPT0001340003
Tumor
1.3
CPT0012550003
Tumor
1.0
CPT0065930003
Tumor
1.0
CPT0025050003
Tumor
0.8
CPT0079230003
Tumor
0.8
CPT0012080003
Tumor
0.8
CPT0084560003
Tumor
0.8
CPT0009000003
Tumor
0.8
CPT0088550004
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0011410003
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0006440003
Tumor
0.6
CPT0089460004
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0021240003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0075130003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0071150004
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0025350003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0001270001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0025110003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0015730003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0012640003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0006950001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0020130001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0088710001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0000790001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0025920001
Normal
-0.5
CPT0001230001
Normal
-0.5
CPT0078660003
Tumor
-0.7
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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
