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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.
DNAJB6 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
53.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
115.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
106.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
102.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
96.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
95.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
95.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
85.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
83.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
82.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
80.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
78.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
76.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
74.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
71.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
70.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
66.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
65.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
64.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
63.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
62.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
62.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
62.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
61.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
60.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
59.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
58.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
58.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
55.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
54.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
53.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
53.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
50.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
50.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
50.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
48.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
48.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
47.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
46.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
45.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
45.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
44.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
43.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
41.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
41.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
40.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
40.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
38.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
34.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
34.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
33.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
32.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
30.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
29.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
26.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
26.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
23.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
22.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
20.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
19.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
DNAJB6 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
63.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
191.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
184.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
179.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
162.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
141.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
134.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
132.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
117.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
116.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
113.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
113.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
111.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
111.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
110.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
108.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
105.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
104.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
103.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
102.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
102.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
101.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
100.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
100.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
100.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
100.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
98.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
98.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
97.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
97.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
97.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
97.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
97.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
93.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
93.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
93.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
93.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
92.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
92.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
92.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
91.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
91.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
90.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
90.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
90.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
89.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
89.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
89.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
89.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
89.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
89.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
87.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
87.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
87.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
86.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
85.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
85.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
85.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
85.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
85.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
85.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
84.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
84.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
84.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
83.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
83.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
83.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
83.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
83.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
83.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
83.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
83.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
83.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
83.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
82.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
82.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
82.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
82.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
82.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
82.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
82.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
82.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
82.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
81.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
81.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
81.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
81.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
81.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
81.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
81.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
81.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
80.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
80.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
80.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
80.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
80.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
80.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
79.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
79.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
79.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
79.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
79.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
79.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
79.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
79.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
79.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
78.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
78.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
78.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
78.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
78.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
78.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
77.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
77.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
77.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
77.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
77.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
77.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
76.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
76.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
76.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
76.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
76.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
76.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
76.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
76.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
76.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
76.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
75.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
75.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
75.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
75.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
75.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
74.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
74.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
74.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
74.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
74.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
74.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
74.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
74.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
74.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
74.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
73.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
73.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
73.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
73.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
73.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
73.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
73.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
72.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
72.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
72.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
72.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
72.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
72.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
72.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
72.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
72.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
72.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
71.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
71.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
71.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
71.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
71.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
71.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
70.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
70.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
70.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
70.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
70.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
70.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
70.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
70.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
70.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
70.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
69.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
69.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
69.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
69.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
68.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
68.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
68.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
68.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
68.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
68.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
68.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
68.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
68.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
68.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
68.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
68.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
68.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
68.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
68.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
68.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
68.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
67.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
67.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
67.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
67.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
67.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
67.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
67.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
67.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
67.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
67.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
66.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
66.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
66.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
66.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
66.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
66.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
66.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
66.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
66.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
65.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
65.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
65.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
65.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
65.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
65.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
65.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
65.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
65.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
64.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
64.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
64.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
64.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
64.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
64.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
64.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
64.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
64.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
64.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
64.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
64.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
63.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
63.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
63.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
63.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
63.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
63.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
63.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
63.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
62.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
62.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
62.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
62.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
62.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
62.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
62.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
62.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
62.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
62.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
62.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
62.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
62.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
61.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
61.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
61.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
61.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
61.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
61.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
61.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
61.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
60.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
60.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
60.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
60.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
60.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
60.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
60.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
60.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
60.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
60.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
60.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
60.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
60.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
60.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
60.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
59.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
59.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
59.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
59.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
59.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
59.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
59.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
59.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
59.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
59.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
59.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
59.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
59.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
59.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
59.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
58.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
58.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
58.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
58.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
58.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
58.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
58.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
58.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
58.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
58.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
58.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
58.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
57.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
57.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
57.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
57.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
57.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
57.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
57.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
56.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
56.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
56.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
56.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
56.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
56.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
56.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
56.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
56.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
56.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
56.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
55.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
55.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
55.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
55.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
55.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
55.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
55.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
55.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
55.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
55.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
54.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
54.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
54.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
54.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
54.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
54.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
54.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
54.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
54.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
53.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
53.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
53.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
53.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
53.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
53.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
52.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
52.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
52.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
52.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
52.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
52.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
52.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
52.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
52.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
52.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
52.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
51.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
51.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
51.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
51.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
51.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
51.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
51.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
51.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
51.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
51.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
51.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
51.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
50.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
50.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
50.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
50.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
50.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
50.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
50.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
50.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
50.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
49.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
49.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
49.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
49.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
49.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
49.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
49.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
48.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
48.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
48.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
48.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
48.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
48.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
48.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
48.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
47.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
47.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
47.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
47.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
47.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
47.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
47.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
47.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
46.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
46.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
46.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
46.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
46.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
46.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
46.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
46.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
45.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
45.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
45.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
45.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
45.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
45.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
45.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
45.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
45.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
45.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
45.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
45.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
45.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
44.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
44.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
44.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
44.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
44.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
44.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
44.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
44.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
44.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
43.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
43.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
43.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
43.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
43.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
42.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
42.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
41.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
41.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
41.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
41.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
40.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
40.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
40.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
40.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
40.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
39.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
39.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
39.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
39.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
38.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
38.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
38.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
38.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
37.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
37.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
37.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
37.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
37.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
37.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
37.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
37.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
36.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
36.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
36.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
36.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
36.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
36.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
36.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
35.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
35.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
35.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
34.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
34.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
33.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
32.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
32.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
32.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
32.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
32.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
31.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
31.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
30.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
30.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
29.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
29.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
28.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
28.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
27.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
27.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
27.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
27.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
25.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
23.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
23.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
22.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
18.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
18.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
17.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DNAJB6 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
76.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
164.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
158.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
154.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
138.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
119.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
114.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
113.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
110.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
107.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
104.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
104.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
104.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
99.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
97.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
95.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
94.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
93.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
92.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
91.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
90.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
87.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
87.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
86.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
85.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
85.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
85.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
84.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
84.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
84.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
82.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
81.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
81.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
80.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
80.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
79.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
79.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
78.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
78.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
76.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
75.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
75.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
75.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
74.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
74.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
74.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
73.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
73.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
73.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
72.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
72.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
72.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
71.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
70.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
70.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
70.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
69.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
69.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
69.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
68.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
68.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
67.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
66.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
66.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
66.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
66.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
65.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
65.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
64.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
62.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
62.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
62.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
62.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
61.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
61.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
61.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
61.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
60.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
60.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
58.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
57.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
56.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
56.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
56.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
54.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
54.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
53.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
52.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
52.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
49.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
49.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
49.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
48.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
47.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
47.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
46.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
38.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
35.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
DNAJB6 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
60.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
165.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
159.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
141.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
141.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
135.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
135.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
135.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
130.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
128.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
127.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
122.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
120.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
120.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
119.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
119.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
117.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
116.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
115.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
115.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
111.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
111.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
110.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
107.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
107.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
106.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
104.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
104.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
103.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
102.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
102.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
101.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
99.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
98.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
98.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
98.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
98.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
98.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
97.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
96.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
96.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
96.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
96.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
96.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
95.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
94.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
94.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
93.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
92.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
91.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
91.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
91.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
90.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
89.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
89.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
88.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
88.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
87.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
86.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
86.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
85.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
84.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
84.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
83.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
83.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
83.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
82.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
80.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
79.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
79.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
79.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
79.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
79.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
78.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
78.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
78.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
77.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
77.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
77.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
76.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
76.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
76.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
75.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
75.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
75.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
75.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
75.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
72.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
72.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
71.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
71.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
71.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
71.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
70.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
70.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
70.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
70.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
70.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
70.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
69.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
69.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
68.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
68.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
67.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
67.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
67.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
67.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
67.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
67.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
67.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
67.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
66.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
66.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
65.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
65.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
65.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
64.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
63.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
63.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
63.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
63.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
63.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
63.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
62.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
62.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
61.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
61.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
61.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
60.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
60.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
60.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
60.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
59.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
59.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
59.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
58.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
58.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
58.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
57.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
57.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
57.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
56.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
55.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
55.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
55.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
55.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
54.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
54.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
54.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
54.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
53.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
53.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
53.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
52.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
52.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
52.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
51.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
51.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
51.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
51.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
51.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
50.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
50.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
50.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
50.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
50.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
49.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
49.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
49.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
49.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
49.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
49.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
48.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
47.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
47.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
46.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
46.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
46.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
46.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
46.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
45.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
45.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
45.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
44.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
43.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
43.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
43.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
42.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
42.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
42.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
41.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
41.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
41.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
40.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
40.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
40.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
40.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
40.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
40.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
39.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
39.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
39.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
39.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
39.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
39.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
38.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
38.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
38.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
38.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
37.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
37.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
36.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
36.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
36.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
35.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
35.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
35.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
34.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
34.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
34.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
33.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
33.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
32.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
32.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
31.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
31.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
31.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
30.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
30.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
30.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
29.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
28.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
28.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
28.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
28.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
27.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
27.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
27.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
26.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
26.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
25.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
24.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
24.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
23.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
23.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
23.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
21.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
20.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
20.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
19.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
19.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
19.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
18.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
18.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
16.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
14.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
14.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
7.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0081880003
Tumor
0.7
CPT0079180003
Tumor
0.6
CPT0088970003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0079410003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0069160003
Tumor
0.4
CPT0012550003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0000790001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0012180003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0000780007
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0010120001
Normal
0.2
CPT0089020003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0085670003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0079300001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0006950001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0092310003
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0026420001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0078830003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0078930003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0077310003
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
