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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.
DNAJB1 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
100.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
372.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
227.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
169.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
155.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
153.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
146.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
143.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
138.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
131.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
128.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
127.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
125.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
122.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
120.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
120.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
119.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
115.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
115.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
111.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
110.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
110.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
107.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
104.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
104.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
103.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
103.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
100.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
97.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
96.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
96.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
94.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
94.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
94.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
93.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
93.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
93.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
92.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
92.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
90.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
89.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
87.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
87.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
86.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
86.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
86.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
78.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
77.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
74.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
71.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
71.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
70.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
67.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
63.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
61.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
60.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
54.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
50.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
47.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
45.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
42.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
39.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
34.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
32.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
DNAJB1 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
70.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
388.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
322.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
252.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
240.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
227.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
226.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
214.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
171.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
168.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
168.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
166.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
164.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
162.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
162.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
159.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
157.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
150.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
149.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
149.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
146.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
144.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
144.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
140.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
140.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
140.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
138.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
136.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
129.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
128.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
126.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
125.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
124.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
123.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
123.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
122.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
122.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
120.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
120.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
120.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
119.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
117.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
117.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
115.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
115.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
113.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
113.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
113.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
113.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
112.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
112.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
112.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
112.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
112.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
111.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
111.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
110.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
109.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
109.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
109.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
108.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
108.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
108.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
107.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
107.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
107.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
106.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
106.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
106.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
105.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
105.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
104.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
104.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
104.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
103.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
103.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
102.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
100.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
100.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
100.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
100.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
99.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
99.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
98.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
98.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
97.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
97.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
97.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
97.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
96.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
96.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
95.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
95.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
95.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
93.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
90.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
90.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
90.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
89.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
89.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
89.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
88.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
87.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
87.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
87.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
87.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
87.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
87.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
87.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
86.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
86.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
86.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
85.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
85.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
84.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
84.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
84.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
83.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
83.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
83.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
82.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
82.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
82.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
82.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
82.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
81.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
81.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
81.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
81.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
81.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
80.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
80.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
80.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
80.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
79.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
79.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
79.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
79.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
79.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
78.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
78.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
78.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
78.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
78.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
77.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
77.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
77.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
77.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
76.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
76.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
76.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
75.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
75.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
75.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
74.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
74.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
74.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
74.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
73.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
73.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
73.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
73.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
73.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
73.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
73.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
73.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
73.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
73.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
73.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
72.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
72.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
72.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
72.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
72.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
72.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
72.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
72.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
72.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
72.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
71.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
71.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
71.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
71.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
71.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
71.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
71.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
70.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
70.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
70.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
70.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
70.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
69.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
69.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
69.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
69.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
69.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
69.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
68.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
68.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
68.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
68.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
68.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
68.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
68.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
68.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
68.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
67.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
67.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
67.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
67.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
67.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
67.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
67.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
67.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
67.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
66.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
66.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
66.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
66.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
66.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
65.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
65.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
65.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
65.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
65.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
65.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
65.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
65.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
65.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
65.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
65.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
64.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
64.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
64.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
64.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
64.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
64.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
64.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
64.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
64.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
64.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
64.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
63.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
63.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
63.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
63.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
63.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
63.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
63.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
63.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
63.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
63.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
63.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
63.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
63.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
63.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
63.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
63.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
63.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
62.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
62.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
62.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
62.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
62.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
62.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
62.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
62.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
61.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
61.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
61.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
61.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
61.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
61.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
61.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
61.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
61.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
61.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
60.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
60.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
60.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
60.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
60.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
60.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
60.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
59.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
59.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
59.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
59.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
59.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
59.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
59.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
58.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
58.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
58.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
58.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
58.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
58.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
58.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
57.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
57.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
57.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
57.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
57.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
57.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
57.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
56.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
56.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
56.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
56.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
56.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
56.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
56.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
56.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
56.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
56.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
56.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
56.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
56.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
56.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
56.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
56.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
55.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
55.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
55.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
55.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
55.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
55.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
55.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
55.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
55.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
54.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
54.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
54.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
54.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
54.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
54.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
54.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
54.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
54.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
53.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
53.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
53.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
53.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
53.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
53.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
53.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
52.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
52.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
52.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
52.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
52.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
52.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
52.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
52.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
52.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
52.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
52.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
52.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
52.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
52.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
52.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
51.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
51.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
51.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
51.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
51.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
51.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
51.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
50.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
50.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
50.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
50.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
50.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
50.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
50.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
50.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
49.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
49.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
49.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
49.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
49.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
49.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
48.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
48.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
48.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
48.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
48.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
48.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
48.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
48.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
48.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
48.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
47.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
47.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
47.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
47.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
47.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
47.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
46.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
46.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
46.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
46.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
46.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
46.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
46.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
46.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
46.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
46.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
46.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
46.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
46.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
45.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
45.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
45.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
45.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
45.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
45.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
45.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
45.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
45.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
44.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
44.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
44.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
44.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
44.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
44.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
44.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
43.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
43.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
43.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
43.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
43.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
43.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
42.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
42.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
42.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
42.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
41.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
41.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
41.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
41.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
41.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
41.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
41.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
41.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
40.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
40.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
40.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
40.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
40.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
40.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
40.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
40.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
39.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
39.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
39.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
38.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
38.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
38.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
38.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
38.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
38.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
38.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
37.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
37.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
37.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
37.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
36.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
36.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
36.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
36.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
36.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
35.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
35.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
35.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
35.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
35.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
35.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
35.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
35.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
34.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
34.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
34.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
33.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
33.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
33.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
33.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
33.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
32.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
31.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
31.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
30.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
27.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
26.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
25.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
25.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
25.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
24.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
24.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
21.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
19.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 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.
DNAJB1 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
114.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1916.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1310.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1204.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
252.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
198.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
172.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
112.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
107.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
102.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
101.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
101.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
100.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
99.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
99.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
95.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
92.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
91.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
91.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
91.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
89.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
87.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
87.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
87.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
86.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
85.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
85.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
84.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
84.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
84.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
84.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
82.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
81.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
79.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
79.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
78.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
78.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
77.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
77.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
76.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
75.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
75.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
74.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
72.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
71.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
71.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
71.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
70.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
69.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
69.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
68.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
68.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
67.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
65.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
64.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
64.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
63.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
63.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
62.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
62.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
62.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
61.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
61.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
61.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
59.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
59.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
58.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
58.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
57.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
57.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
56.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
55.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
53.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
53.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
51.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
51.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
49.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
48.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
48.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
48.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
47.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
47.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
47.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
47.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
46.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
45.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
45.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
45.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
45.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
44.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
44.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
43.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
39.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
37.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 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.
DNAJB1 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
76.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
469.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
414.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
382.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
345.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
300.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
288.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
247.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
214.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
212.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
195.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
187.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
185.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
185.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
184.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
178.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
175.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
165.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
162.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
155.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
145.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
141.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
139.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
138.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
133.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
133.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
128.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
121.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
121.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
120.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
118.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
117.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
116.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
116.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
114.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
109.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
109.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
107.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
106.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
106.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
106.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
106.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
104.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
104.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
100.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
100.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
98.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
97.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
97.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
97.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
96.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
96.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
95.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
95.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
95.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
93.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
93.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
93.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
93.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
92.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
92.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
91.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
91.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
90.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
89.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
88.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
87.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
87.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
87.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
86.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
85.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
84.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
82.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
82.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
81.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
81.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
81.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
81.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
80.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
80.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
80.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
79.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
79.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
79.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
78.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
78.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
78.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
77.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
76.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
76.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
76.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
76.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
75.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
75.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
75.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
75.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
75.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
74.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
74.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
74.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
74.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
71.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
71.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
71.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
70.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
69.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
69.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
69.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
69.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
68.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
68.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
68.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
68.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
68.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
68.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
67.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
67.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
67.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
66.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
66.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
66.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
65.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
65.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
65.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
65.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
65.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
65.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
64.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
64.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
64.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
64.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
63.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
63.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
63.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
63.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
62.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
62.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
62.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
62.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
62.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
62.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
62.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
61.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
61.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
61.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
61.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
61.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
60.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
60.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
60.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
59.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
59.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
59.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
59.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
59.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
58.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
58.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
58.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
58.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
58.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
58.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
58.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
57.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
57.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
57.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
57.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
57.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
57.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
56.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
56.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
56.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
55.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
55.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
55.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
54.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
54.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
54.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
54.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
54.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
54.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
53.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
52.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
52.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
52.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
52.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
52.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
52.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
52.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
51.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
51.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
51.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
51.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
50.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
50.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
50.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
49.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
48.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
48.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
48.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
48.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
48.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
48.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
48.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
48.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
48.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
47.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
47.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
47.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
47.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
47.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
47.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
47.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
46.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
46.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
46.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
46.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
46.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
45.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
45.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
45.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
45.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
44.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
44.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
44.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
43.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
43.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
43.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
43.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
43.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
43.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
43.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
43.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
42.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
42.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
42.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
41.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
41.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
41.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
40.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
40.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
40.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
40.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
40.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
39.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
39.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
39.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
38.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
38.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
38.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
38.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
38.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
36.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
36.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
36.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
36.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
35.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
35.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
35.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
35.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
34.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
34.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
34.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
33.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
32.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
30.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
29.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
29.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
26.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
25.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
25.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
24.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
24.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
21.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.2
CPT0081880003
Tumor
0.8
CPT0001180009
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0023350003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0026410003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0077110003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0002350011
Tumor
0.3
CPT0065450001
Normal
0.3
CPT0001260009
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0078510003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0019130003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0089040001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0078840001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0075170001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0069160003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0001270001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0086970003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0092190003
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0088500001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0000640003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
