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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.
ERBB2 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
58.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
151.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
130.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
122.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
121.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
116.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
115.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
109.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
107.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
103.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
93.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
88.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
87.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
85.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
83.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
82.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
74.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
72.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
71.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
68.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
67.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
67.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
67.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
66.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
66.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
66.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
65.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
65.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
63.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
62.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
62.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
59.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
59.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
56.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
48.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
48.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
47.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
46.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
39.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
38.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
38.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
37.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
35.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
35.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
34.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
34.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
34.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
33.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
33.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
31.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
30.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
29.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
28.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
27.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
27.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
27.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
26.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
25.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
20.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
19.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
ERBB2 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
37.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
154.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
137.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
136.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
126.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
126.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
122.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
117.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
114.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
111.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
109.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
106.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
105.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
97.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
96.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
93.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
93.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
90.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
89.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
87.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
87.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
86.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
85.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
84.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
82.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
82.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
82.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
82.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
80.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
77.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
76.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
75.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
74.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
74.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
73.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
71.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
70.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
69.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
69.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
69.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
68.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
68.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
68.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
67.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
67.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
67.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
67.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
66.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
66.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
66.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
65.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
65.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
65.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
65.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
64.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
64.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
63.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
62.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
62.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
62.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
62.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
61.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
61.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
61.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
61.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
60.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
60.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
60.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
60.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
59.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
59.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
59.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
58.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
58.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
58.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
58.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
57.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
57.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
57.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
57.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
57.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
56.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
56.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
55.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
55.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
55.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
55.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
55.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
55.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
54.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
54.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
54.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
54.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
54.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
53.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
53.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
53.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
53.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
53.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
52.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
52.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
52.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
52.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
52.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
52.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
52.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
52.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
51.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
51.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
51.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
51.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
51.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
50.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
50.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
49.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
49.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
49.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
49.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
48.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
48.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
48.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
48.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
48.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
48.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
48.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
47.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
47.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
47.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
47.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
47.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
47.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
47.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
47.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
47.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
47.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
47.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
47.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
47.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
46.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
46.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
46.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
46.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
46.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
45.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
45.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
45.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
45.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
45.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
44.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
44.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
44.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
44.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
44.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
44.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
44.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
44.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
44.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
44.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
44.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
43.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
43.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
43.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
43.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
43.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
43.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
43.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
43.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
43.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
43.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
42.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
42.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
42.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
42.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
42.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
42.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
41.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
41.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
41.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
41.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
41.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
41.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
41.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
41.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
41.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
41.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
41.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
40.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
40.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
40.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
40.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
40.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
39.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
39.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
39.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
39.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
39.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
39.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
39.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
39.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
39.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
38.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
38.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
38.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
38.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
38.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
38.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
38.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
38.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
38.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
38.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
37.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
37.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
37.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
37.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
37.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
37.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
37.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
37.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
37.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
37.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
37.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
37.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
36.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
36.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
36.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
36.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
36.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
36.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
36.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
36.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
36.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
36.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
36.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
36.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
35.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
35.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
35.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
35.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
35.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
35.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
35.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
35.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
34.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
34.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
34.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
33.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
33.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
33.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
33.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
33.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
33.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
33.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
33.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
32.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
32.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
32.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
32.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
32.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
32.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
32.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
32.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
32.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
32.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
32.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
32.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
31.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
31.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
31.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
31.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
31.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
31.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
31.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
31.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
31.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
31.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
31.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
31.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
31.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
30.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
30.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
30.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
30.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
30.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
30.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
30.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
30.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
30.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
30.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
29.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
29.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
29.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
29.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
29.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
29.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
29.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
29.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
29.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
28.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
28.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
28.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
28.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
27.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
27.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
27.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
27.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
27.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
26.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
26.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
26.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
26.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
26.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
26.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
26.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
26.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
26.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
26.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
26.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
25.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
25.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
25.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
24.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
24.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
24.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
24.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
24.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
24.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
23.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
23.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
23.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
23.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
23.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
23.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
23.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
22.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
21.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
21.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
20.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
20.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
19.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
18.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
18.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
18.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
17.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
17.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
17.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
17.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
17.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
16.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
16.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
15.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
15.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
5.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
3.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
ERBB2 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
37.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
98.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
83.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
75.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
72.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
66.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
64.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
62.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
62.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
61.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
61.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
60.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
56.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
55.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
53.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
52.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
52.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
52.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
52.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
52.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
52.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
51.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
51.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
50.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
50.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
49.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
49.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
48.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
48.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
48.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
47.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
46.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
44.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
43.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
43.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
42.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
41.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
38.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
38.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
38.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
37.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
37.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
36.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
36.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
36.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
35.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
35.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
34.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
34.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
34.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
33.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
32.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
32.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
32.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
31.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
30.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
30.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
30.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
29.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
27.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
26.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
25.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
18.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
18.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
13.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
ERBB2 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
99.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
423.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
366.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
358.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
318.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
289.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
263.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
255.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
248.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
243.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
237.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
233.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
231.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
230.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
217.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
214.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
213.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
210.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
205.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
202.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
201.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
197.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
186.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
184.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
183.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
183.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
183.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
181.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
179.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
178.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
173.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
168.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
168.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
166.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
164.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
163.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
162.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
161.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
159.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
158.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
155.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
155.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
152.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
152.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
149.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
148.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
148.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
147.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
145.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
145.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
143.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
142.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
141.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
139.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
137.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
137.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
136.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
135.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
134.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
131.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
129.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
126.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
125.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
125.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
125.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
125.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
125.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
123.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
122.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
122.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
122.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
121.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
121.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
120.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
120.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
119.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
119.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
118.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
118.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
117.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
117.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
116.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
116.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
116.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
115.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
115.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
114.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
114.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
114.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
113.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
113.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
113.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
112.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
111.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
111.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
110.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
109.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
107.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
107.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
106.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
106.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
104.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
104.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
104.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
104.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
104.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
103.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
102.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
102.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
100.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
100.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
100.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
98.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
98.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
98.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
98.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
97.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
96.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
95.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
95.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
94.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
94.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
94.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
93.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
93.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
92.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
92.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
92.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
91.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
91.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
91.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
90.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
90.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
90.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
90.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
89.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
89.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
89.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
89.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
88.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
88.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
87.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
86.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
85.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
85.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
85.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
85.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
84.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
84.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
84.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
84.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
83.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
82.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
82.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
82.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
80.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
79.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
79.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
78.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
78.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
77.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
77.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
77.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
76.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
76.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
75.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
75.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
74.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
74.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
73.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
73.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
73.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
73.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
73.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
73.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
72.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
71.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
71.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
70.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
69.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
69.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
68.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
68.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
68.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
68.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
68.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
67.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
67.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
67.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
67.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
66.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
66.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
64.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
63.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
63.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
63.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
62.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
62.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
62.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
61.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
61.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
61.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
61.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
60.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
60.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
59.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
59.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
59.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
59.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
58.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
58.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
58.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
58.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
58.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
57.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
55.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
55.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
55.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
55.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
55.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
55.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
55.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
54.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
54.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
53.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
53.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
52.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
52.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
52.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
51.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
50.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
50.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
48.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
48.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
48.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
48.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
48.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
47.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
47.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
46.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
46.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
45.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
44.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
43.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
43.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
43.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
43.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
42.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
42.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
42.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
41.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
41.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
40.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
40.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
40.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
40.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
40.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
40.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
37.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
35.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
34.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
34.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
33.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
32.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
30.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
29.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
29.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
26.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
22.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
21.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
20.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
20.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
19.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
19.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
18.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088640003
Normal
0.8
CPT0026420001
Normal
0.7
CPT0012770003
Normal
0.7
CPT0065450001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0088710001
Normal
0.6
CPT0077140001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0077500001
Normal
0.6
CPT0020020001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0025920001
Normal
0.6
CPT0000790001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0012290003
Normal
0.5
CPT0001510001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0000660001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0066520001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0013790003
Normal
0.4
CPT0012640003
Normal
0.4
CPT0078940001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0001230001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0079300001
Normal
0.4
CPT0078660003
Tumor
0.4
CPT0006950001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0077320001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0010170001
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0078670001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0081620001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0019160001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0012570003
Normal
0.3
CPT0001190001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0084590001
Normal
0.3
CPT0007870001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0014130001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0012920003
Normal
0.2
CPT0064400001
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0065430003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0024680001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0088480003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0023690003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0079180003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0009060003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0001220008
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0015910003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0086870003
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0088690003
Tumor
-0.5
CPT0065930003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0025110003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0088630003
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0079380003
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0025230003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0025050003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0025880003
Tumor
-0.7
CPT0063630003
Tumor
-0.7
CPT0015810003
Tumor
-0.8
CPT0065750003
Tumor
-0.8
CPT0089460004
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0023350003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0012180003
Tumor
-0.8
CPT0006440003
Tumor
-0.8
CPT0002350011
Tumor
-0.8
CPT0075130003
Tumor
-0.8
CPT0066470004
Tumor
-0.8
CPT0011240003
Tumor
-0.9
CPT0012370003
Tumor
-0.9
CPT0021240003
Tumor
-1.0
CPT0019990003
Tumor
-1.0
CPT0084560003
Tumor
-1.0
CPT0001180009
Tumor
-1.0
CPT0012670003
Tumor
-1.0
CPT0009000003
Tumor
-1.0
CPT0079410003
Tumor
-1.1
CPT0017410003
Tumor
-1.1
CPT0025170003
Tumor
-1.1
CPT0012550003
Tumor
-1.2
CPT0012080003
Tumor
-1.2
CPT0086030003
Tumor
-1.2
CPT0015730003
Tumor
-1.2
CPT0001340003
Tumor
-1.4
CPT0065690003
Tumor
-1.4
CPT0088550004
Tumor
-1.5
CPT0025290003
Tumor
-1.6
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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
