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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.
HNRNPAB is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
57.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
160.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
139.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
108.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
83.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
82.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
81.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
79.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
78.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
78.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
77.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
75.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
75.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
74.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
71.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
70.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
69.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
67.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
66.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
65.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
63.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
62.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
62.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
62.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
61.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
61.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
60.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
59.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
58.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
56.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
56.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
56.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
52.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
52.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
51.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
51.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
49.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
49.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
47.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
47.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
47.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
47.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
47.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
45.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
45.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
44.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
44.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
42.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
42.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
41.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
40.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
40.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
39.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
39.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
38.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
37.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
33.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
31.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
31.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
31.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
29.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
27.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
20.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HNRNPAB is not prognostic 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
77.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
202.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
177.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
172.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
161.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
160.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
158.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
158.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
155.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
155.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
152.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
148.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
148.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
146.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
142.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
142.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
142.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
141.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
137.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
136.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
135.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
134.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
133.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
132.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
130.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
129.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
129.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
129.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
129.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
129.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
128.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
127.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
126.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
125.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
124.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
124.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
123.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
122.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
122.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
122.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
122.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
121.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
121.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
121.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
120.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
118.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
118.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
118.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
118.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
117.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
116.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
115.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
115.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
114.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
113.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
112.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
112.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
112.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
111.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
111.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
111.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
110.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
110.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
110.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
109.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
109.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
108.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
108.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
107.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
107.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
107.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
106.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
106.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
106.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
106.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
105.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
104.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
104.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
104.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
104.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
104.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
103.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
103.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
103.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
103.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
102.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
102.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
102.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
102.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
101.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
101.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
101.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
101.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
101.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
100.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
100.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
100.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
100.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
100.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
99.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
99.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
99.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
98.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
98.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
97.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
97.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
97.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
97.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
97.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
97.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
97.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
96.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
96.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
96.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
96.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
96.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
96.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
95.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
95.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
95.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
94.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
94.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
94.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
94.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
93.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
93.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
93.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
93.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
93.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
93.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
93.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
93.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
92.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
92.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
92.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
92.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
92.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
92.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
92.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
91.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
91.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
91.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
91.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
91.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
91.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
91.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
91.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
90.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
90.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
89.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
89.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
89.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
89.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
88.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
88.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
88.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
88.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
88.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
87.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
87.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
87.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
87.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
87.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
87.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
87.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
86.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
86.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
86.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
86.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
86.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
86.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
86.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
86.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
85.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
85.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
84.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
84.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
84.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
84.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
84.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
84.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
83.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
83.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
83.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
83.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
83.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
83.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
83.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
82.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
82.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
82.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
82.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
81.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
81.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
81.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
81.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
81.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
81.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
81.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
81.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
81.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
81.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
81.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
81.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
81.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
80.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
80.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
80.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
80.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
80.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
80.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
80.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
79.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
79.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
79.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
79.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
79.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
79.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
79.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
79.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
78.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
78.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
78.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
78.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
78.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
78.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
78.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
78.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
78.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
77.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
77.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
77.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
77.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
77.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
77.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
77.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
76.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
76.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
76.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
76.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
76.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
76.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
76.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
76.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
75.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
75.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
75.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
75.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
75.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
75.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
75.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
74.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
74.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
74.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
73.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
73.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
73.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
72.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
72.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
72.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
72.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
72.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
72.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
72.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
72.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
72.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
71.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
71.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
71.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
71.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
71.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
71.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
71.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
71.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
71.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
71.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
71.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
70.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
70.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
70.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
70.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
70.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
69.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
69.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
69.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
69.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
69.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
69.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
69.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
69.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
69.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
68.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
68.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
68.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
68.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
68.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
68.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
68.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
68.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
68.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
68.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
68.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
68.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
67.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
67.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
67.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
67.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
67.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
67.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
67.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
67.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
67.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
67.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
66.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
66.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
66.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
66.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
66.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
66.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
66.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
66.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
66.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
66.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
66.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
66.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
66.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
65.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
65.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
65.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
65.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
65.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
65.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
65.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
65.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
64.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
64.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
64.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
64.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
64.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
64.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
64.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
64.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
64.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
64.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
64.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
64.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
63.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
63.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
63.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
63.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
63.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
63.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
63.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
63.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
63.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
63.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
62.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
62.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
62.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
62.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
62.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
62.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
62.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
62.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
62.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
62.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
62.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
62.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
61.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
61.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
61.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
61.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
61.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
61.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
60.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
60.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
60.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
60.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
60.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
60.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
60.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
60.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
60.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
60.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
60.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
60.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
59.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
59.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
59.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
59.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
59.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
59.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
59.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
59.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
59.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
59.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
59.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
59.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
58.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
58.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
58.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
58.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
58.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
58.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
57.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
57.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
57.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
57.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
57.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
57.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
57.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
57.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
57.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
56.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
56.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
56.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
56.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
56.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
56.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
56.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
56.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
56.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
55.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
55.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
55.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
54.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
54.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
54.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
54.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
54.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
54.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
53.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
53.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
53.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
53.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
53.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
53.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
53.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
53.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
52.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
52.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
52.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
52.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
52.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
51.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
51.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
51.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
51.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
51.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
51.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
51.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
51.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
51.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
50.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
50.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
50.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
50.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
50.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
49.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
49.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
49.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
49.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
48.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
48.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
48.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
47.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
47.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
47.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
47.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
46.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
46.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
46.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
46.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
46.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
46.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
45.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
45.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
44.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
44.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
43.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
43.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
42.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
42.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
42.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
42.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
42.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
41.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
41.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
41.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
41.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
41.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
41.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
40.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
40.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
39.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
37.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
36.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
35.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
33.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
33.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
33.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
33.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
32.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
31.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
30.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
30.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
29.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
28.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
27.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
27.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
27.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
20.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
16.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
HNRNPAB 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
100.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
266.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
220.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
175.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
170.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
154.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
153.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
148.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
145.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
145.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
141.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
138.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
135.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
134.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
133.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
132.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
129.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
128.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
127.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
127.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
125.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
124.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
123.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
118.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
117.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
116.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
115.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
115.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
113.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
113.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
110.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
110.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
108.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
108.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
106.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
105.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
103.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
103.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
103.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
102.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
102.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
101.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
101.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
99.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
99.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
98.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
98.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
98.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
97.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
97.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
96.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
96.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
96.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
95.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
95.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
95.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
93.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
93.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
93.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
93.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
92.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
91.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
90.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
90.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
89.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
87.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
86.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
86.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
84.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
84.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
82.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
82.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
81.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
81.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
81.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
81.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
79.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
79.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
78.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
77.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
74.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
74.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
73.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
70.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
69.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
66.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
65.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
62.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
59.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
58.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
56.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
52.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
50.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
50.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
47.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HNRNPAB 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
80.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
248.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
201.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
197.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
188.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
188.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
167.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
161.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
157.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
144.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
137.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
133.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
132.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
132.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
130.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
125.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
125.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
124.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
124.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
122.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
122.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
121.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
120.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
119.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
118.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
117.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
117.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
116.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
115.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
115.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
114.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
114.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
114.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
114.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
113.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
112.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
112.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
110.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
110.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
109.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
109.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
108.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
107.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
106.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
106.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
106.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
105.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
104.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
104.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
104.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
104.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
103.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
103.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
102.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
102.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
102.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
101.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
100.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
100.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
100.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
100.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
99.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
99.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
99.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
99.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
99.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
98.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
97.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
97.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
96.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
96.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
95.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
95.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
95.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
95.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
95.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
94.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
94.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
93.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
93.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
93.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
93.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
92.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
92.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
92.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
91.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
91.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
91.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
91.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
90.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
90.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
90.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
90.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
89.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
89.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
89.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
89.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
88.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
87.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
87.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
86.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
86.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
86.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
86.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
85.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
85.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
85.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
85.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
85.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
85.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
84.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
84.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
83.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
83.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
83.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
83.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
83.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
83.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
82.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
82.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
82.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
82.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
81.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
81.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
81.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
81.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
80.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
80.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
80.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
79.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
79.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
79.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
79.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
79.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
78.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
78.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
78.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
78.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
77.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
77.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
76.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
75.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
75.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
75.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
75.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
74.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
74.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
74.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
74.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
74.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
74.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
74.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
74.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
74.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
74.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
73.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
73.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
73.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
73.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
73.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
73.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
72.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
72.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
71.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
71.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
71.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
70.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
70.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
70.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
70.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
70.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
70.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
70.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
70.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
69.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
69.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
69.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
68.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
68.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
68.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
68.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
68.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
68.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
67.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
67.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
67.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
67.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
66.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
66.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
66.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
66.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
66.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
65.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
65.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
65.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
64.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
64.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
64.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
64.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
64.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
64.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
64.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
63.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
63.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
63.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
63.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
63.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
63.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
63.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
63.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
62.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
62.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
62.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
62.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
62.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
61.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
59.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
58.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
58.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
58.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
57.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
57.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
56.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
56.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
55.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
55.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
55.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
55.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
55.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
54.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
54.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
54.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
54.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
54.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
53.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
53.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
53.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
53.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
52.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
52.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
52.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
52.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
52.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
52.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
51.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
50.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
49.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
49.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
48.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
48.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
48.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
48.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
47.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
47.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
46.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
46.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
46.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
46.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
45.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
45.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
45.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
45.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
44.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
43.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
43.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
42.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
42.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
42.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
42.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
42.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
40.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
40.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
39.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
34.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
34.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
27.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
26.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
24.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
21.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065430003
Tumor
1.0
CPT0086820003
Tumor
0.9
CPT0014450004
Tumor
0.9
CPT0023350003
Tumor
0.8
CPT0001340003
Tumor
0.7
CPT0088690003
Tumor
0.7
CPT0012550003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0024670003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0010110003
Tumor
0.5
CPT0084560003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0064370003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0086360003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0012280003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0000870016
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0001540009
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0017850003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0010160003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0012370003
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0011240003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0078670001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0011410003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0012090003
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0002270011
Tumor
-0.6
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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
