We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
HEXA 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
69.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
219.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
154.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
129.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
128.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
122.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
120.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
111.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
108.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
99.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
98.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
98.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
98.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
97.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
96.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
95.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
93.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
91.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
89.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
87.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
87.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
85.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
84.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
83.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
81.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
74.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
73.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
73.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
70.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
67.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
66.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
66.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
66.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
65.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
64.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
63.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
59.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
57.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
57.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
55.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
54.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
53.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
52.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
51.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
49.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
49.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
49.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
48.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
48.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
46.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
42.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
39.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
39.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
37.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
34.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
31.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
30.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
26.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
26.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
23.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
20.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
19.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
13.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
HEXA 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
68.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
236.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
205.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
151.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
142.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
140.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
138.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
137.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
136.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
135.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
135.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
134.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
133.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
133.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
130.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
129.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
127.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
126.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
126.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
125.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
124.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
124.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
123.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
122.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
121.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
121.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
118.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
115.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
114.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
113.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
113.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
112.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
112.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
111.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
111.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
111.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
110.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
110.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
109.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
108.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
107.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
107.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
106.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
106.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
106.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
106.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
105.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
105.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
105.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
105.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
105.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
104.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
104.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
103.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
103.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
101.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
100.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
100.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
100.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
99.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
98.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
98.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
98.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
98.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
97.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
96.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
96.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
96.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
96.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
95.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
95.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
95.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
95.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
94.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
94.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
93.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
93.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
93.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
93.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
92.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
92.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
92.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
92.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
92.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
91.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
91.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
91.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
91.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
91.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
91.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
91.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
91.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
90.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
90.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
89.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
89.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
89.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
88.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
88.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
87.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
87.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
87.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
86.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
86.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
86.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
86.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
86.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
86.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
85.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
85.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
85.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
85.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
85.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
85.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
85.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
85.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
84.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
84.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
84.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
84.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
84.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
84.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
84.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
83.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
83.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
83.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
82.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
82.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
82.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
82.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
82.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
82.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
82.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
81.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
81.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
81.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
80.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
80.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
80.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
80.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
79.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
79.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
79.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
79.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
79.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
79.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
79.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
79.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
79.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
79.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
78.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
78.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
78.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
78.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
78.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
78.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
78.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
77.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
77.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
77.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
77.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
77.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
77.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
76.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
76.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
76.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
76.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
76.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
76.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
76.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
75.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
75.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
75.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
75.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
75.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
75.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
75.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
75.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
75.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
75.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
75.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
75.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
75.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
75.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
75.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
75.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
75.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
75.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
74.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
74.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
74.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
74.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
74.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
74.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
74.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
74.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
74.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
74.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
74.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
74.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
73.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
73.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
73.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
73.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
73.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
73.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
73.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
72.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
72.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
72.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
72.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
72.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
72.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
72.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
72.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
72.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
72.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
72.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
72.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
71.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
71.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
71.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
71.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
71.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
71.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
71.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
71.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
71.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
70.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
70.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
70.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
70.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
70.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
70.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
70.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
70.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
69.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
69.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
69.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
69.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
69.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
69.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
69.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
69.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
69.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
68.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
68.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
68.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
68.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
68.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
68.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
68.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
68.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
68.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
68.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
67.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
67.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
67.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
67.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
67.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
67.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
67.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
67.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
67.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
67.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
67.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
66.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
66.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
66.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
66.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
66.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
66.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
66.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
66.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
65.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
65.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
65.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
65.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
65.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
65.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
65.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
65.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
65.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
65.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
65.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
64.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
64.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
64.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
64.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
64.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
64.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
64.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
64.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
63.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
63.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
63.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
63.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
63.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
63.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
63.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
63.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
63.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
63.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
63.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
62.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
62.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
62.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
62.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
62.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
62.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
62.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
62.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
62.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
62.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
61.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
61.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
61.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
61.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
61.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
61.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
60.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
60.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
60.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
60.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
60.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
60.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
59.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
59.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
59.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
59.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
59.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
59.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
59.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
59.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
59.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
59.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
58.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
58.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
58.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
58.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
58.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
58.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
58.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
58.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
58.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
58.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
58.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
58.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
57.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
57.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
57.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
57.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
57.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
56.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
56.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
56.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
56.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
56.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
56.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
56.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
56.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
55.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
55.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
55.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
55.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
55.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
55.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
55.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
55.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
55.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
55.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
54.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
54.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
54.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
54.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
53.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
53.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
53.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
53.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
53.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
53.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
53.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
53.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
53.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
53.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
52.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
52.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
52.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
52.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
52.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
52.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
52.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
52.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
51.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
51.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
50.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
50.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
50.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
49.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
49.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
49.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
49.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
49.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
48.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
48.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
48.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
47.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
47.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
46.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
46.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
46.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
46.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
46.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
46.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
45.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
44.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
44.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
44.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
44.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
44.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
44.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
44.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
44.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
44.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
43.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
43.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
43.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
43.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
43.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
43.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
42.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
42.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
42.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
42.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
42.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
41.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
41.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
41.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
41.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
41.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
40.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
40.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
40.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
40.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
40.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
39.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
38.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
38.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
38.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
38.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
38.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
38.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
38.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
37.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
37.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
37.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
37.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
37.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
36.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
36.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
36.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
36.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
36.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
35.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
35.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
34.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
34.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
34.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
33.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
31.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
31.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
31.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
31.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
31.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
30.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
29.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
29.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
29.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
28.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
28.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
28.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
27.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
25.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
24.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
24.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
21.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
20.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
20.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
20.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
19.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
19.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
14.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.5
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.
HEXA 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
80.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
170.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
163.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
151.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
126.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
120.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
119.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
118.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
117.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
116.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
116.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
115.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
114.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
114.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
113.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
113.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
110.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
110.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
109.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
107.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
102.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
99.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
99.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
99.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
98.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
98.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
98.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
97.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
94.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
94.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
94.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
93.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
92.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
89.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
87.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
85.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
84.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
84.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
84.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
84.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
84.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
83.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
83.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
82.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
79.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
79.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
79.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
78.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
78.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
78.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
78.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
77.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
77.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
77.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
77.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
75.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
72.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
72.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
71.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
71.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
71.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
70.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
70.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
69.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
69.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
69.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
68.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
68.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
67.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
67.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
67.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
66.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
66.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
65.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
64.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
64.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
63.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
62.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
62.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
60.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
58.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
57.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
54.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
53.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
53.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
52.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
52.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
51.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
48.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
47.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
47.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
45.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
44.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
40.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
36.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
31.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
HEXA 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
58.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
184.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
171.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
164.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
146.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
143.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
137.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
134.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
126.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
124.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
122.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
121.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
119.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
118.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
115.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
111.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
110.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
110.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
110.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
109.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
104.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
103.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
103.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
102.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
102.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
102.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
100.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
98.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
98.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
97.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
97.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
96.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
96.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
95.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
95.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
95.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
94.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
94.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
92.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
92.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
92.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
92.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
92.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
92.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
91.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
90.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
89.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
88.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
87.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
87.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
87.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
87.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
86.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
86.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
86.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
85.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
85.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
84.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
84.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
83.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
83.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
82.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
81.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
81.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
81.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
80.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
80.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
80.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
80.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
79.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
79.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
79.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
78.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
78.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
78.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
78.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
77.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
77.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
77.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
77.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
77.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
76.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
75.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
75.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
74.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
74.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
74.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
73.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
72.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
71.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
71.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
71.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
70.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
70.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
70.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
70.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
70.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
69.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
69.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
69.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
69.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
68.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
68.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
68.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
68.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
67.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
67.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
67.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
66.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
66.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
66.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
65.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
65.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
65.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
64.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
64.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
64.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
64.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
64.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
64.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
64.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
64.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
63.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
62.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
62.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
62.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
61.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
61.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
61.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
61.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
61.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
60.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
60.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
59.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
59.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
59.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
58.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
56.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
56.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
55.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
55.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
54.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
54.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
54.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
53.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
53.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
53.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
53.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
52.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
52.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
52.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
51.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
51.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
51.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
50.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
50.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
50.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
50.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
49.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
48.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
48.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
48.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
47.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
47.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
47.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
47.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
46.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
46.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
46.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
45.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
45.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
44.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
44.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
44.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
43.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
43.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
42.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
42.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
42.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
42.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
42.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
41.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
41.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
41.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
41.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
41.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
40.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
40.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
40.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
40.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
39.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
39.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
39.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
39.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
38.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
38.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
38.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
38.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
38.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
37.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
37.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
37.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
37.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
37.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
36.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
36.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
36.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
36.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
35.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
35.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
35.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
34.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
34.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
33.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
32.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
32.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
32.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
31.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
30.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
30.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
29.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
28.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
27.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
27.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
26.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
25.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
25.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
25.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
24.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
23.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
21.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
21.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
19.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
19.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
18.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
17.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
17.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
9.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
7.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
6.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
3.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.5
CPT0078800003
Tumor
1.4
CPT0078660003
Tumor
1.1
CPT0088550004
Tumor
0.7
CPT0076350001
Normal
0.7
CPT0024680001
Normal
0.6
CPT0018250001
Normal
0.6
CPT0012290003
Normal
0.6
CPT0063330001
Normal
0.6
CPT0012920003
Normal
0.6
CPT0025060001
Normal
0.6
CPT0088780001
Normal
0.6
CPT0006730001
Normal
0.5
CPT0010120001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0065820001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0075170001
Normal
0.5
CPT0014130001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0012090003
Normal
0.4
CPT0086970003
Normal
0.4
CPT0088710001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0009060003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0088920001
Normal
0.4
CPT0084590001
Normal
0.4
CPT0066520001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0014160003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0075570001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0010170001
Normal
0.3
CPT0002270011
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0089040001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0017850003
Tumor
0.3
CPT0087050003
Normal
0.3
CPT0082010001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0000660001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0007870001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0077320001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0025610001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0081620001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0000790001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0019160001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0092730003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0017410003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0064400001
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0081990003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0011240003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0021240003
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0010160003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0002350011
Tumor
-0.6
CPT0009000003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0025110003
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0065870003
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0023350003
Tumor
-0.6
CPT0012370003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0088760003
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0015910003
Tumor
-0.8
CPT0025290003
Tumor
-0.8
CPT0086870003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0025350003
Tumor
-0.8
CPT0001540009
Tumor
-0.9
CPT0026410003
Tumor
-0.9
Show allShow less
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
