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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.
ZNHIT1 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
119.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
403.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
205.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
186.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
177.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
175.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
170.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
168.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
167.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
166.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
165.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
163.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
159.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
157.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
143.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
142.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
142.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
138.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
134.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
132.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
132.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
128.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
128.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
124.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
123.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
120.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
117.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
116.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
116.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
115.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
113.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
112.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
112.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
111.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
111.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
110.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
109.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
108.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
107.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
105.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
103.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
101.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
101.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
100.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
100.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
97.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
94.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
93.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
92.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
87.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
87.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
86.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
84.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
83.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
79.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
78.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
76.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
75.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
72.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
72.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
69.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
69.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
61.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
40.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
ZNHIT1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
125.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
543.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
497.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
449.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
369.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
356.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
352.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
350.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
335.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
329.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
300.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
280.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
274.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
273.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
272.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
272.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
270.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
267.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
266.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
251.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
240.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
239.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
236.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
231.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
230.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
226.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
225.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
217.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
213.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
212.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
211.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
211.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
209.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
205.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
205.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
202.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
202.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
200.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
200.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
200.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
200.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
200.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
199.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
199.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
197.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
197.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
197.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
197.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
195.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
193.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
191.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
189.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
187.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
187.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
186.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
185.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
185.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
184.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
184.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
183.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
183.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
180.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
178.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
178.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
176.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
176.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
176.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
176.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
176.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
175.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
175.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
174.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
172.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
172.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
172.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
172.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
171.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
171.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
171.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
170.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
169.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
169.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
168.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
166.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
166.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
165.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
165.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
165.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
164.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
163.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
160.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
160.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
160.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
158.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
158.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
157.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
157.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
156.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
156.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
155.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
155.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
155.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
155.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
155.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
155.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
154.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
154.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
154.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
153.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
151.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
151.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
151.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
151.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
150.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
150.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
150.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
150.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
150.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
150.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
150.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
149.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
149.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
149.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
148.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
148.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
148.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
148.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
147.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
146.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
145.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
145.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
145.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
145.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
145.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
144.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
144.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
144.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
143.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
143.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
143.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
143.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
142.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
142.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
141.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
141.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
141.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
141.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
140.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
139.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
138.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
138.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
138.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
138.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
137.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
136.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
136.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
135.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
135.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
135.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
134.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
134.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
134.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
134.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
133.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
133.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
133.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
133.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
132.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
132.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
132.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
132.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
132.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
132.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
131.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
131.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
131.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
130.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
130.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
129.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
129.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
129.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
128.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
128.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
128.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
128.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
127.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
127.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
126.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
126.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
126.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
126.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
126.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
126.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
125.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
124.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
124.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
124.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
124.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
124.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
124.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
124.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
124.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
124.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
124.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
124.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
124.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
123.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
123.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
123.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
123.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
123.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
123.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
123.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
122.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
122.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
122.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
122.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
122.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
122.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
121.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
121.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
121.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
121.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
121.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
121.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
121.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
121.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
121.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
120.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
120.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
120.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
120.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
120.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
119.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
118.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
118.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
117.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
117.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
117.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
117.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
117.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
117.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
117.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
117.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
117.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
117.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
116.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
116.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
116.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
116.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
116.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
116.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
116.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
116.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
116.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
115.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
115.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
115.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
114.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
114.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
114.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
114.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
114.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
113.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
113.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
113.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
113.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
113.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
112.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
112.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
112.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
112.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
112.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
112.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
112.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
112.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
111.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
111.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
111.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
110.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
110.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
109.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
109.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
109.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
109.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
109.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
108.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
108.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
108.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
108.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
107.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
107.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
107.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
107.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
106.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
106.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
106.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
106.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
106.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
106.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
106.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
106.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
106.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
106.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
105.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
105.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
105.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
105.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
105.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
105.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
104.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
104.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
104.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
104.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
104.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
104.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
103.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
103.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
103.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
103.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
102.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
102.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
102.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
102.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
102.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
102.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
102.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
101.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
101.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
101.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
101.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
101.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
100.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
99.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
99.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
99.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
99.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
98.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
98.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
98.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
98.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
97.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
97.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
97.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
97.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
96.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
96.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
96.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
96.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
95.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
95.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
95.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
95.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
95.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
95.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
94.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
94.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
94.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
94.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
94.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
94.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
94.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
93.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
93.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
93.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
93.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
93.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
93.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
93.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
92.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
92.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
92.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
92.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
92.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
92.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
91.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
91.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
91.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
90.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
90.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
90.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
90.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
89.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
89.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
89.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
89.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
89.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
89.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
88.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
88.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
88.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
88.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
88.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
87.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
87.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
87.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
87.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
87.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
87.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
86.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
86.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
86.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
86.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
86.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
86.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
86.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
86.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
86.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
86.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
85.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
85.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
85.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
85.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
85.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
85.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
85.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
85.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
84.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
84.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
84.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
84.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
84.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
84.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
84.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
84.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
83.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
83.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
83.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
83.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
83.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
83.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
83.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
83.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
83.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
83.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
82.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
82.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
82.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
81.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
81.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
81.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
81.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
81.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
81.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
81.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
80.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
80.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
80.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
80.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
80.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
80.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
79.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
79.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
79.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
79.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
79.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
79.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
78.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
78.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
78.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
78.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
78.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
77.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
77.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
77.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
77.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
77.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
77.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
77.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
77.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
76.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
76.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
76.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
75.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
75.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
75.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
75.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
75.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
75.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
74.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
74.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
73.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
73.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
73.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
72.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
72.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
70.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
70.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
70.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
70.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
70.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
69.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
69.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
69.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
68.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
66.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
66.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
66.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
65.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
65.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
65.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
64.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
63.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
62.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
61.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
61.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
58.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
57.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
56.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
55.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
55.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
53.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
52.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
52.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
50.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
47.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
45.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
38.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
33.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
24.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
ZNHIT1 is potential prognostic, high expression is unfavorable 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
111.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
242.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
211.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
206.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
198.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
197.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
190.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
190.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
185.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
162.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
159.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
158.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
155.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
153.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
151.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
150.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
147.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
143.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
143.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
143.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
142.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
140.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
139.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
139.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
136.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
135.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
132.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
129.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
128.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
127.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
125.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
124.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
124.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
122.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
122.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
121.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
119.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
118.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
118.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
117.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
115.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
114.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
113.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
112.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
112.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
111.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
108.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
108.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
106.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
105.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
105.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
101.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
101.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
99.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
98.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
97.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
97.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
97.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
96.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
96.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
96.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
95.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
95.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
95.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
94.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
93.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
90.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
90.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
90.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
89.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
88.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
88.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
87.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
87.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
87.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
87.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
86.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
86.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
86.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
82.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
81.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
81.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
80.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
78.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
76.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
74.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
73.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
73.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
70.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
70.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
67.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
66.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
63.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
62.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
62.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
61.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
57.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
55.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
53.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
50.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
ZNHIT1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
222.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
736.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
722.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
665.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
601.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
518.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
507.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
502.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
494.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
494.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
482.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
474.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
462.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
437.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
422.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
416.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
415.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
413.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
410.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
410.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
403.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
401.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
401.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
395.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
383.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
373.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
371.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
363.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
360.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
357.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
351.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
350.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
349.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
346.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
341.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
340.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
340.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
337.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
337.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
335.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
332.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
329.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
324.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
321.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
319.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
316.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
315.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
310.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
308.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
307.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
306.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
304.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
303.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
300.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
299.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
299.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
299.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
298.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
297.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
295.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
295.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
291.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
287.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
286.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
286.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
286.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
285.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
285.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
283.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
283.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
282.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
282.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
282.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
279.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
277.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
277.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
272.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
272.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
272.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
271.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
270.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
267.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
265.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
264.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
262.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
261.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
258.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
257.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
257.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
257.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
254.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
254.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
254.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
252.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
252.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
252.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
251.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
247.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
243.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
243.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
242.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
240.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
239.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
239.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
239.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
236.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
235.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
234.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
234.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
233.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
232.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
231.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
229.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
229.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
229.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
229.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
228.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
228.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
227.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
225.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
224.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
223.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
222.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
222.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
219.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
217.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
216.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
214.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
213.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
213.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
212.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
211.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
211.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
209.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
209.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
209.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
208.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
205.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
204.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
203.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
202.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
202.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
200.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
200.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
199.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
199.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
198.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
197.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
197.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
195.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
195.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
195.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
194.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
193.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
192.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
191.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
191.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
189.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
189.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
189.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
189.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
188.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
187.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
187.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
183.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
182.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
182.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
182.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
182.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
181.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
180.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
178.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
174.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
174.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
173.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
173.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
173.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
171.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
171.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
168.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
164.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
164.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
163.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
163.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
162.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
161.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
161.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
161.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
160.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
160.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
160.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
160.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
158.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
155.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
155.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
154.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
154.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
152.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
152.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
151.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
151.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
151.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
150.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
149.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
149.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
148.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
147.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
147.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
146.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
146.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
145.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
145.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
145.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
145.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
141.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
139.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
138.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
137.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
136.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
135.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
135.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
134.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
133.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
132.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
132.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
132.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
132.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
131.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
130.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
130.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
130.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
129.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
129.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
126.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
125.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
125.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
121.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
121.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
118.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
117.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
115.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
115.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
113.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
113.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
112.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
111.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
111.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
109.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
108.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
107.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
107.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
107.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
106.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
106.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
105.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
102.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
101.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
99.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
95.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
95.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
94.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
91.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
89.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
88.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
88.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
85.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
84.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
83.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
80.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
73.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
72.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
66.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
65.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
63.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
63.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
60.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
60.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
59.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
56.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
53.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
53.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
48.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
27.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.0
CPT0087040003
Tumor
0.8
CPT0086950003
Tumor
0.7
CPT0079480003
Tumor
0.6
CPT0085670003
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0092160003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0086820003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0086970003
Normal
0.5
CPT0025350003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0078660003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0088920001
Normal
0.4
CPT0079230003
Tumor
0.4
CPT0001190001
Normal
0.4
CPT0075170001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0001340003
Tumor
0.4
CPT0079000001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0076330003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0014130001
Normal
0.4
CPT0088900003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0012090003
Normal
0.3
CPT0001230001
Normal
0.3
CPT0079410003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0025060001
Normal
0.3
CPT0075720003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0088480003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0086830003
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0088780001
Normal
0.3
CPT0088500001
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0025110003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0089040001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0009080003
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0088640003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0014470001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0084560003
Tumor
-0.1
CPT0092800003
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0009000003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0092730003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0012280003
Tumor
-0.3
CPT0077500001
Normal
-0.3
CPT0012080003
Tumor
-0.3
CPT0066430001
Normal
-0.3
CPT0012550003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0065690003
Tumor
-0.3
CPT0012570003
Normal
-0.4
CPT0063320003
Tumor
-0.4
CPT0075570001
Normal
-0.4
CPT0078930003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0017850003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0018250001
Normal
-0.5
CPT0064370003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0021240003
Tumor
-0.7
CPT0024680001
Normal
-0.7
CPT0066470004
Tumor
-0.7
CPT0012670003
Tumor
-0.8
CPT0081880003
Tumor
-0.8
CPT0025290003
Tumor
-0.8
CPT0007320003
Tumor
-0.9
CPT0065750003
Tumor
-1.1
CPT0006630003
Tumor
-1.1
CPT0077310003
Tumor
-1.1
CPT0014160003
Tumor
-1.2
CPT0086030003
Tumor
-1.3
CPT0015730003
Tumor
-1.4
CPT0092290003
Tumor
-1.8
CPT0078510003
Tumor
-2.8
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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
