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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.
ITGAV is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
152.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
115.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
110.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
102.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
75.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
72.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
71.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
68.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
65.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
64.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
63.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
59.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
55.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
54.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
54.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
53.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
52.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
50.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
50.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
48.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
44.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
44.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
44.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
42.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
42.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
41.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
41.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
41.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
40.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
38.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
36.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
35.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
34.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
31.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
27.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
25.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
25.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
25.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
24.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
22.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
22.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
19.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
19.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
15.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
ITGAV is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
58.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
720.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
289.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
225.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
208.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
190.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
186.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
178.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
177.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
176.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
168.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
155.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
150.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
143.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
142.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
139.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
137.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
136.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
133.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
131.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
130.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
128.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
127.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
125.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
125.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
125.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
123.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
120.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
119.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
117.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
115.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
114.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
112.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
111.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
110.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
110.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
110.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
109.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
106.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
106.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
106.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
106.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
106.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
104.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
104.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
104.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
103.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
103.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
103.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
103.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
102.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
102.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
100.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
100.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
99.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
99.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
99.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
98.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
97.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
96.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
96.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
95.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
95.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
94.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
94.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
94.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
94.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
93.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
92.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
91.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
91.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
89.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
89.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
88.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
88.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
88.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
87.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
87.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
87.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
86.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
86.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
86.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
85.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
85.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
85.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
85.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
84.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
84.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
84.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
83.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
83.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
83.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
83.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
83.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
83.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
83.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
83.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
82.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
81.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
81.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
80.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
80.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
80.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
80.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
79.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
79.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
79.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
78.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
78.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
78.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
78.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
77.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
77.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
76.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
76.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
76.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
76.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
76.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
76.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
75.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
75.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
75.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
75.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
75.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
74.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
74.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
74.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
74.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
73.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
72.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
72.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
72.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
71.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
71.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
71.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
71.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
70.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
70.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
70.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
69.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
69.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
69.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
69.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
68.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
68.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
68.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
68.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
68.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
67.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
67.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
67.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
67.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
67.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
67.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
67.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
67.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
66.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
66.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
66.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
66.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
66.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
64.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
64.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
64.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
64.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
64.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
64.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
63.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
63.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
63.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
63.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
63.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
63.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
62.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
62.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
62.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
62.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
62.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
62.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
62.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
62.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
61.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
61.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
61.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
61.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
60.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
60.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
60.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
60.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
60.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
60.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
60.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
60.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
59.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
59.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
59.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
59.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
59.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
59.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
59.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
58.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
58.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
58.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
58.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
58.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
58.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
58.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
58.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
58.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
57.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
57.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
57.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
57.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
57.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
56.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
56.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
56.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
56.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
56.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
56.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
55.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
55.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
55.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
55.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
54.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
54.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
54.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
54.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
54.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
54.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
54.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
54.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
54.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
53.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
53.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
53.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
53.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
53.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
53.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
53.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
52.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
52.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
52.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
52.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
52.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
52.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
52.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
52.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
52.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
52.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
52.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
51.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
51.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
51.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
51.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
51.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
50.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
50.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
50.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
50.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
50.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
50.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
50.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
50.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
50.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
50.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
50.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
50.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
49.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
49.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
49.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
49.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
49.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
49.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
49.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
49.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
49.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
49.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
48.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
48.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
48.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
48.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
48.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
47.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
47.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
47.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
47.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
47.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
47.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
47.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
47.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
47.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
47.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
47.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
46.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
46.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
46.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
46.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
46.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
46.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
45.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
45.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
45.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
45.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
45.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
45.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
45.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
45.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
44.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
44.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
44.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
44.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
44.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
44.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
44.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
44.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
44.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
44.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
44.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
44.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
44.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
43.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
43.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
43.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
43.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
43.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
42.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
42.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
42.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
42.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
42.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
42.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
41.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
41.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
41.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
41.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
41.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
41.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
41.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
41.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
41.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
41.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
40.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
40.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
40.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
39.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
39.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
39.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
38.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
38.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
38.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
38.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
38.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
38.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
37.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
37.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
37.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
37.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
37.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
37.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
37.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
37.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
37.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
37.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
37.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
37.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
37.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
36.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
36.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
35.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
35.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
34.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
34.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
34.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
34.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
34.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
34.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
34.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
34.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
34.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
34.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
34.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
33.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
33.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
33.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
33.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
33.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
32.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
32.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
32.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
31.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
31.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
31.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
31.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
31.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
30.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
30.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
30.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
29.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
29.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
29.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
29.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
29.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
28.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
28.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
28.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
28.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
27.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
27.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
27.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
27.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
26.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
26.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
26.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
25.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
25.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
25.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
25.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
25.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
24.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
24.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
24.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
23.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
23.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
23.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
23.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
20.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
19.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
19.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
19.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
18.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
16.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
16.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
15.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ITGAV 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
78.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
196.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
186.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
176.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
172.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
151.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
142.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
130.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
126.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
119.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
117.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
116.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
113.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
112.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
109.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
107.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
107.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
103.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
103.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
102.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
101.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
100.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
100.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
99.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
98.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
98.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
97.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
97.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
95.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
94.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
93.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
91.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
91.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
90.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
87.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
85.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
84.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
83.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
83.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
83.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
80.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
80.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
79.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
79.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
79.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
78.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
77.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
77.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
75.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
75.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
74.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
74.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
74.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
73.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
72.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
71.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
70.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
68.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
68.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
67.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
66.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
65.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
65.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
65.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
65.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
64.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
62.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
62.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
59.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
59.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
58.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
58.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
58.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
55.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
54.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
53.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
52.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
50.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
50.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
48.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
48.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
44.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
43.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
43.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
42.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
41.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
36.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
35.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
33.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
31.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
31.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
30.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
24.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
23.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
18.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
ITGAV 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
25.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
149.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
138.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
137.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
137.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
131.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
122.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
109.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
100.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
80.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
79.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
76.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
74.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
70.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
70.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
70.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
67.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
66.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
66.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
61.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
58.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
58.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
57.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
55.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
55.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
54.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
54.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
53.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
53.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
51.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
50.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
50.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
49.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
48.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
47.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
46.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
46.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
46.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
45.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
44.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
44.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
44.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
43.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
42.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
42.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
40.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
40.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
39.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
38.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
38.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
38.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
38.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
36.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
36.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
36.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
36.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
36.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
36.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
35.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
34.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
33.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
33.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
33.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
33.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
32.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
32.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
32.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
32.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
32.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
32.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
32.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
31.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
31.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
31.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
31.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
30.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
30.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
29.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
29.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
28.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
28.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
28.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
28.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
27.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
27.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
26.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
26.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
26.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
26.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
26.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
25.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
24.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
24.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
24.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
24.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
23.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
23.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
23.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
22.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
22.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
22.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
22.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
22.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
20.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
20.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
20.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
19.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
19.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
18.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
18.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
18.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
18.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
17.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
17.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
16.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
16.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
15.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
14.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
14.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
14.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
12.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
12.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
12.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
11.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
11.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
10.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
10.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
10.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
10.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
6.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
6.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
1.2
CPT0086950003
Tumor
1.2
CPT0088480003
Tumor
1.0
CPT0001190001
Normal
0.9
CPT0001270001
Normal
0.9
CPT0084590001
Normal
0.8
CPT0017850003
Tumor
0.8
CPT0025230003
Tumor
0.8
CPT0092190003
Normal
0.8
CPT0077320001
Normal
0.8
CPT0075170001
Normal
0.7
CPT0000660001
Normal
0.7
CPT0014160003
Tumor
0.7
CPT0000640003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0069000003
Tumor
0.6
CPT0025050003
Tumor
0.5
CPT0012670003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0063640001
Normal
0.5
CPT0065820001
Normal
0.5
CPT0088630003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0021240003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0088710001
Normal
0.4
CPT0009000003
Tumor
0.4
CPT0065430003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0006530001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0069160003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0025060001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0079270003
Tumor
0.3
CPT0017450001
Normal
0.3
CPT0025170003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0002350011
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0001500009
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0077140001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0092800003
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0079510001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0075570001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0010160003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0006950001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0081620001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0081990003
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0086870003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0025350003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0015730003
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0064370003
Tumor
-0.3
CPT0079180003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0078670001
Normal
-0.4
CPT0009060003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0009080003
Normal
-0.4
CPT0006900003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0011410003
Tumor
-0.5
CPT0012900004
Tumor
-0.7
CPT0017410003
Tumor
-0.9
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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
