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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.
SUPT4H1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
64.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
62.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
57.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
54.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
50.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
48.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
47.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
42.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
41.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
41.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
41.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
40.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
40.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
40.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
39.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
39.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
39.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
39.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
39.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
35.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
35.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
35.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
34.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
34.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
33.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
33.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
30.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
30.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
29.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
28.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
28.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
28.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
28.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
27.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
26.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
26.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
26.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
26.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
25.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
24.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
24.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
23.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
22.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
21.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
14.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
6.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
SUPT4H1 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
63.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
138.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
131.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
131.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
119.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
119.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
117.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
112.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
107.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
106.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
102.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
100.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
100.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
99.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
99.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
97.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
95.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
95.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
90.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
90.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
90.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
89.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
89.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
89.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
89.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
89.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
89.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
89.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
89.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
89.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
88.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
88.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
88.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
88.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
88.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
86.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
86.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
85.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
85.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
84.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
84.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
84.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
84.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
84.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
83.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
83.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
83.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
83.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
83.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
83.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
82.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
82.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
82.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
82.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
82.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
82.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
82.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
82.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
82.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
81.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
81.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
81.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
81.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
81.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
81.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
81.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
81.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
81.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
81.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
80.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
80.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
80.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
80.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
80.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
80.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
80.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
80.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
80.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
79.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
79.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
79.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
79.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
79.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
78.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
78.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
78.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
78.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
78.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
78.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
78.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
78.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
78.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
77.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
77.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
77.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
77.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
77.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
77.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
77.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
77.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
77.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
77.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
77.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
77.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
77.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
77.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
76.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
76.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
76.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
76.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
76.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
76.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
76.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
76.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
76.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
76.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
76.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
75.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
75.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
75.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
75.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
74.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
74.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
74.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
74.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
74.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
74.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
74.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
74.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
74.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
74.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
74.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
74.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
74.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
74.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
74.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
74.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
74.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
74.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
74.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
73.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
73.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
73.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
73.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
73.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
73.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
73.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
73.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
73.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
73.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
73.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
73.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
73.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
73.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
73.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
73.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
73.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
72.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
72.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
72.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
72.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
72.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
72.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
72.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
72.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
72.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
72.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
72.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
72.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
72.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
72.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
71.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
71.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
71.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
71.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
71.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
71.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
71.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
71.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
71.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
71.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
71.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
71.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
71.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
71.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
71.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
71.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
70.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
70.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
70.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
70.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
70.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
70.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
70.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
70.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
70.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
70.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
69.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
69.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
69.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
69.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
69.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
69.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
69.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
69.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
69.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
69.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
69.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
69.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
69.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
69.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
69.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
69.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
69.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
69.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
69.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
68.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
68.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
68.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
68.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
68.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
68.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
68.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
68.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
68.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
68.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
68.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
67.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
67.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
67.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
67.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
67.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
67.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
67.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
67.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
67.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
67.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
67.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
67.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
67.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
67.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
67.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
67.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
67.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
66.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
66.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
66.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
66.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
66.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
66.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
66.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
66.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
66.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
66.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
66.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
66.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
66.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
66.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
66.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
65.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
65.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
65.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
65.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
65.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
65.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
65.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
65.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
64.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
64.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
64.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
64.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
64.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
64.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
64.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
64.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
64.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
64.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
63.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
63.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
63.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
63.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
63.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
63.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
63.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
63.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
63.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
63.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
63.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
62.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
62.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
62.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
62.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
62.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
62.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
62.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
62.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
61.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
61.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
61.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
61.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
61.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
61.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
61.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
61.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
61.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
61.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
61.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
61.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
61.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
61.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
60.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
60.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
60.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
60.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
60.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
60.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
60.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
60.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
59.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
59.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
59.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
59.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
59.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
59.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
59.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
59.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
59.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
59.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
58.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
58.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
58.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
58.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
58.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
58.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
58.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
58.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
58.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
58.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
58.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
57.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
57.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
57.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
57.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
57.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
57.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
57.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
57.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
57.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
57.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
57.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
57.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
56.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
56.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
56.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
56.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
56.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
56.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
56.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
56.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
55.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
55.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
55.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
55.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
55.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
54.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
54.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
54.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
54.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
54.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
54.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
54.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
54.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
54.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
54.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
54.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
54.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
53.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
53.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
53.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
53.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
53.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
53.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
53.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
53.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
52.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
52.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
52.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
52.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
52.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
52.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
52.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
52.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
52.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
52.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
52.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
52.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
51.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
51.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
51.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
51.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
51.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
51.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
51.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
50.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
50.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
50.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
50.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
50.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
50.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
50.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
49.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
49.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
49.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
49.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
49.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
48.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
48.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
48.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
48.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
48.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
48.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
48.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
48.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
48.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
48.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
47.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
47.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
47.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
47.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
47.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
47.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
47.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
47.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
47.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
46.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
46.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
46.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
46.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
46.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
46.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
45.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
45.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
45.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
45.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
45.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
45.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
45.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
45.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
44.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
44.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
44.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
44.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
44.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
43.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
43.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
43.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
43.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
42.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
42.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
42.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
42.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
42.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
42.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
42.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
41.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
41.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
41.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
41.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
41.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
41.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
41.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
40.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
40.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
40.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
39.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
39.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
38.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
38.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
38.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
38.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
38.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
37.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
37.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
37.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
36.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
36.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
36.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
36.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
34.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
34.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
32.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
32.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
32.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
31.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
31.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
30.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
30.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
29.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
29.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
29.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
28.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
28.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
28.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
27.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
27.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
26.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
21.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
21.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
20.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
20.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
18.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SUPT4H1 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
60.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
86.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
84.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
83.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
79.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
79.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
77.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
77.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
76.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
76.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
76.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
75.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
75.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
74.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
73.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
73.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
73.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
72.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
72.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
72.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
72.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
72.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
71.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
71.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
70.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
70.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
69.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
68.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
67.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
67.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
66.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
66.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
66.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
66.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
66.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
66.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
65.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
65.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
65.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
65.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
64.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
64.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
64.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
64.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
63.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
62.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
62.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
61.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
61.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
61.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
60.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
60.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
60.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
59.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
59.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
59.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
58.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
58.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
58.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
58.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
57.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
57.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
57.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
57.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
57.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
55.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
54.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
54.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
52.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
52.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
51.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
51.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
51.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
51.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
51.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
49.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
49.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
49.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
48.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
47.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
46.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
45.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
44.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
44.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
41.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
41.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
40.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
40.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
38.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
36.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
36.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
SUPT4H1 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
58.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
133.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
131.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
125.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
118.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
117.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
116.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
111.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
109.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
108.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
104.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
104.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
104.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
103.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
103.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
101.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
99.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
99.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
99.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
99.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
97.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
96.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
95.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
94.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
92.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
92.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
92.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
91.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
91.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
90.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
90.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
89.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
89.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
89.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
89.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
88.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
88.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
87.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
86.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
85.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
85.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
85.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
85.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
84.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
84.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
83.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
83.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
83.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
82.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
82.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
82.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
81.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
81.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
81.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
81.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
81.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
80.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
80.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
80.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
79.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
79.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
78.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
78.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
78.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
78.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
77.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
77.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
76.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
76.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
76.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
76.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
76.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
76.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
76.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
75.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
75.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
75.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
75.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
74.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
74.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
74.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
74.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
74.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
73.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
73.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
73.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
73.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
73.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
73.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
72.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
72.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
72.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
72.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
71.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
71.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
71.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
71.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
70.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
70.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
69.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
69.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
68.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
68.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
68.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
68.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
68.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
68.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
68.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
67.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
67.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
66.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
66.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
66.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
66.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
66.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
65.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
65.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
65.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
64.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
64.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
64.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
64.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
64.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
64.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
64.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
64.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
64.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
63.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
63.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
63.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
63.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
62.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
62.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
62.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
62.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
62.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
62.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
62.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
61.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
61.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
61.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
60.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
60.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
60.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
59.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
59.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
58.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
58.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
57.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
57.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
57.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
57.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
57.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
56.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
55.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
55.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
55.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
55.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
55.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
54.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
54.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
54.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
54.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
54.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
54.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
54.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
54.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
54.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
54.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
54.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
54.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
53.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
53.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
53.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
53.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
53.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
53.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
53.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
53.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
52.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
52.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
52.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
52.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
52.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
51.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
51.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
51.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
50.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
50.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
50.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
50.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
50.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
50.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
49.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
49.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
49.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
49.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
49.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
48.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
48.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
48.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
48.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
47.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
47.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
47.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
46.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
45.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
45.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
45.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
45.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
45.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
45.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
44.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
44.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
44.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
43.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
43.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
42.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
42.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
42.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
41.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
41.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
40.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
40.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
39.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
38.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
37.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
37.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
37.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
35.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
35.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
34.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
34.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
34.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
34.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
33.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
33.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
33.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
32.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
32.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
31.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
31.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
30.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
29.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
29.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
26.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
25.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
24.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
23.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
18.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
12.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
11.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
3.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0078510003
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0071150004
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0088550004
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0014370004
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0000780007
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0001260009
Tumor
0.3
CPT0088900003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0020130001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0084560003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0000660001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0092800003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0025230003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0001270001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0088710001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0019160001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0079380003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0023690003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0021240003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0025290003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0089460004
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0065690003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0077310003
Tumor
-0.6
CPT0064370003
Tumor
-0.6
CPT0078930003
Tumor
-0.7
CPT0025170003
Tumor
-0.7
CPT0081880003
Tumor
-0.7
CPT0006900003
Tumor
-0.8
CPT0020120003
Tumor
-0.8
CPT0065750003
Tumor
-0.9
CPT0086030003
Tumor
-1.1
CPT0015730003
Tumor
-1.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.