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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HAX1 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
68.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
144.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
134.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
120.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
120.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
105.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
99.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
98.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
95.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
92.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
92.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
92.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
91.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
87.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
81.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
80.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
80.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
80.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
80.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
77.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
77.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
75.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
75.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
74.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
74.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
73.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
72.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
72.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
70.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
69.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
68.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
66.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
66.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
64.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
62.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
62.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
62.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
62.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
62.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
59.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
59.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
58.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
56.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
55.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
55.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
55.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
54.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
54.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
53.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
52.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
52.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
49.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
47.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
46.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
45.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
44.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
43.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
42.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
42.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
41.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
38.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
35.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
34.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
34.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
HAX1 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
87.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
244.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
240.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
224.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
206.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
196.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
186.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
186.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
173.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
170.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
169.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
166.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
165.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
164.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
160.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
153.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
152.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
152.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
151.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
147.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
143.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
142.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
142.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
142.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
140.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
139.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
139.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
138.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
136.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
135.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
134.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
133.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
132.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
132.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
132.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
131.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
130.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
130.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
130.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
129.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
129.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
129.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
128.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
126.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
124.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
124.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
123.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
123.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
123.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
122.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
122.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
122.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
121.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
119.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
119.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
118.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
118.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
118.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
118.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
117.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
117.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
117.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
116.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
116.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
116.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
116.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
115.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
115.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
115.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
115.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
114.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
114.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
114.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
113.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
113.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
113.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
113.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
113.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
112.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
112.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
112.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
112.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
111.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
110.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
110.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
110.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
109.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
109.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
109.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
109.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
109.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
109.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
109.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
108.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
108.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
108.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
107.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
107.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
106.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
106.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
106.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
106.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
106.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
106.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
105.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
105.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
105.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
105.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
105.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
104.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
104.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
104.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
104.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
104.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
103.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
103.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
103.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
103.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
103.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
103.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
102.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
102.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
102.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
102.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
102.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
102.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
102.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
101.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
101.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
101.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
101.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
101.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
101.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
100.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
100.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
99.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
99.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
99.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
99.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
98.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
98.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
98.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
98.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
97.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
97.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
97.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
97.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
97.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
97.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
96.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
96.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
96.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
96.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
96.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
96.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
96.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
96.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
95.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
95.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
95.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
95.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
95.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
95.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
94.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
94.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
94.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
94.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
94.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
94.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
94.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
94.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
94.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
93.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
93.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
93.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
93.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
93.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
93.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
93.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
93.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
93.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
92.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
92.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
92.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
92.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
92.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
92.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
91.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
91.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
91.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
91.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
91.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
91.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
90.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
90.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
90.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
90.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
89.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
89.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
89.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
89.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
89.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
88.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
88.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
88.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
88.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
88.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
88.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
88.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
87.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
87.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
87.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
87.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
87.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
87.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
87.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
87.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
87.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
87.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
87.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
86.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
86.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
86.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
86.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
86.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
86.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
86.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
86.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
85.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
85.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
85.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
85.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
85.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
85.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
85.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
85.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
84.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
84.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
84.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
84.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
84.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
84.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
84.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
84.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
84.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
84.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
84.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
83.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
83.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
83.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
83.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
83.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
83.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
83.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
83.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
83.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
83.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
83.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
83.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
83.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
83.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
83.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
82.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
82.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
82.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
82.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
82.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
82.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
82.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
82.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
82.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
82.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
82.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
82.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
81.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
81.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
81.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
81.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
81.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
81.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
81.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
80.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
80.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
80.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
80.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
80.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
80.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
80.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
80.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
80.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
80.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
80.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
79.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
79.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
79.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
79.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
79.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
79.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
79.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
79.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
79.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
78.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
78.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
78.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
78.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
78.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
78.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
78.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
78.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
78.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
78.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
78.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
77.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
77.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
77.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
77.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
77.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
77.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
77.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
77.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
77.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
77.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
77.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
77.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
76.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
76.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
76.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
76.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
76.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
76.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
75.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
75.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
75.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
75.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
75.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
75.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
75.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
75.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
75.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
75.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
75.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
74.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
74.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
74.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
74.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
74.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
74.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
74.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
74.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
74.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
74.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
74.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
74.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
74.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
74.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
73.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
73.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
73.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
73.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
73.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
73.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
73.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
73.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
73.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
73.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
73.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
72.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
72.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
72.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
72.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
71.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
71.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
71.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
71.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
71.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
71.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
71.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
71.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
70.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
70.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
70.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
70.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
70.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
70.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
69.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
69.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
69.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
69.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
69.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
69.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
69.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
69.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
69.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
69.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
69.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
69.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
68.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
68.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
68.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
68.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
68.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
68.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
68.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
68.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
68.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
68.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
68.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
68.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
67.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
67.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
67.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
67.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
66.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
66.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
66.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
66.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
65.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
65.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
65.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
65.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
65.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
65.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
64.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
64.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
64.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
64.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
63.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
63.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
63.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
62.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
62.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
62.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
62.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
62.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
62.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
62.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
62.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
61.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
61.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
61.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
61.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
61.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
61.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
60.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
60.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
59.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
59.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
59.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
59.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
59.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
58.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
58.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
58.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
58.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
57.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
57.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
57.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
57.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
57.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
56.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
55.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
55.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
55.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
55.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
54.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
54.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
53.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
53.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
53.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
53.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
52.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
52.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
52.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
51.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
51.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
51.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
51.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
51.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
51.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
50.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
50.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
50.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
50.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
50.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
50.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
49.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
49.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
48.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
48.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
48.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
48.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
47.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
47.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
47.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
47.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
47.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
46.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
45.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
45.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
44.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
44.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
43.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
42.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
42.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
42.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
41.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
39.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
39.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
38.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
38.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
37.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
35.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
34.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
33.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
21.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.6
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.
HAX1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
76.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
142.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
124.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
124.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
119.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
118.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
111.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
109.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
108.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
108.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
101.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
100.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
99.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
97.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
95.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
94.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
94.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
94.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
93.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
93.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
90.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
89.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
89.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
89.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
88.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
88.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
87.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
86.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
84.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
83.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
82.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
81.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
81.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
80.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
80.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
80.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
79.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
78.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
78.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
78.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
77.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
77.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
77.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
77.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
77.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
77.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
77.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
76.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
76.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
75.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
75.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
75.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
74.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
74.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
74.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
73.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
72.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
71.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
71.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
71.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
68.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
67.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
67.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
67.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
66.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
66.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
66.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
66.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
65.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
65.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
64.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
64.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
64.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
64.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
63.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
63.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
63.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
63.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
63.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
63.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
62.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
62.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
61.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
61.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
60.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
59.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
58.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
56.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
56.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
56.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
54.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
54.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
53.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
51.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
50.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
49.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
43.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
41.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
HAX1 is potential prognostic, high expression is unfavorable 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
61.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
202.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
189.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
162.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
133.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
128.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
124.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
122.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
120.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
117.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
115.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
112.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
105.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
103.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
103.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
102.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
101.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
100.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
100.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
100.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
99.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
99.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
99.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
98.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
97.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
96.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
96.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
93.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
92.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
89.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
89.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
88.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
88.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
87.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
87.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
86.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
86.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
86.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
85.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
85.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
84.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
84.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
83.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
83.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
81.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
81.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
81.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
80.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
79.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
79.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
79.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
77.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
77.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
77.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
76.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
76.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
76.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
76.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
74.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
74.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
74.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
74.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
74.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
73.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
73.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
73.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
73.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
72.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
71.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
71.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
71.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
71.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
70.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
70.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
70.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
70.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
69.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
69.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
69.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
69.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
69.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
69.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
68.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
68.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
68.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
68.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
68.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
67.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
67.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
67.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
67.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
67.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
66.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
66.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
66.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
66.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
66.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
65.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
65.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
65.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
65.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
65.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
65.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
65.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
64.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
64.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
64.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
64.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
64.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
63.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
63.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
63.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
63.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
63.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
63.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
63.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
63.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
62.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
62.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
62.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
62.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
62.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
62.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
62.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
62.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
62.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
61.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
61.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
61.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
61.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
61.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
61.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
61.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
61.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
61.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
61.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
60.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
60.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
60.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
60.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
60.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
60.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
60.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
60.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
59.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
59.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
59.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
59.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
58.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
58.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
58.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
58.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
58.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
58.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
58.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
57.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
57.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
57.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
57.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
57.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
57.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
57.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
56.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
56.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
56.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
56.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
56.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
56.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
56.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
55.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
55.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
55.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
55.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
55.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
55.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
54.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
54.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
54.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
54.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
53.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
53.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
53.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
53.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
53.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
53.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
53.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
53.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
52.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
52.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
52.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
52.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
52.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
52.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
51.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
51.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
51.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
51.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
51.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
51.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
50.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
50.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
50.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
50.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
50.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
49.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
49.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
49.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
49.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
49.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
49.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
49.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
49.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
48.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
48.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
48.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
48.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
48.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
48.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
48.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
47.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
47.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
47.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
47.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
47.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
47.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
46.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
46.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
45.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
45.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
45.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
44.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
44.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
43.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
43.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
42.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
42.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
42.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
42.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
41.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
40.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
39.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
39.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
39.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
39.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
39.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
38.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
38.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
37.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
37.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
35.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
35.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
35.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
34.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
34.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
33.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
30.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
30.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
29.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
28.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
28.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
26.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
24.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
21.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
21.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
18.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
17.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
15.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
10.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
0.9
CPT0015730003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0078660003
Tumor
0.6
CPT0076350001
Normal
0.6
CPT0006950001
Normal
0.6
CPT0088780001
Normal
0.6
CPT0012770003
Normal
0.5
CPT0092740003
Normal
0.5
CPT0077140001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0065450001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0092310003
Normal
0.5
CPT0088920001
Normal
0.5
CPT0078840001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0025060001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0066430001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0000790001
Normal
0.4
CPT0079180003
Tumor
0.4
CPT0088500001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0023710001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0009080003
Normal
0.3
CPT0001550001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0089480003
Normal
0.3
CPT0007470001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0020130001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0012090003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0065820001
Normal
0.2
CPT0088640003
Normal
0.1
CPT0006530001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0001340003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0088970003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0007860003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0006440003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0065810003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0065690003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0023690003
Tumor
-0.4
CPT0025110003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0017850003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0065870003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0079270003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0011410003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0079230003
Tumor
-0.6
CPT0021240003
Tumor
-0.6
CPT0088480003
Tumor
-0.6
CPT0079380003
Tumor
-0.6
CPT0019130003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0025350003
Tumor
-0.7
CPT0025880003
Tumor
-0.7
CPT0006630003
Tumor
-0.8
CPT0092730003
Tumor
-0.8
CPT0017410003
Tumor
-0.9
CPT0078990003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
