We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HM13 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
63.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
220.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
149.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
147.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
130.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
130.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
105.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
105.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
100.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
99.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
96.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
94.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
86.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
85.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
84.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
84.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
78.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
77.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
76.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
75.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
74.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
74.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
73.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
70.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
69.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
69.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
68.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
68.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
64.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
61.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
60.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
59.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
58.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
57.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
57.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
56.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
51.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
50.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
49.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
49.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
49.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
47.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
47.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
47.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
46.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
40.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
37.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
37.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
36.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
36.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
36.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
35.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
34.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
32.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
31.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
27.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
26.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
26.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
24.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
23.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
22.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
19.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HM13 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
90.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
291.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
272.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
266.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
262.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
249.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
248.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
247.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
227.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
219.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
215.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
214.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
204.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
197.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
196.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
191.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
190.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
189.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
186.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
182.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
178.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
177.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
176.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
170.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
170.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
169.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
165.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
162.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
160.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
160.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
158.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
156.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
155.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
154.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
154.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
152.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
152.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
152.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
152.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
151.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
147.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
147.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
145.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
144.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
143.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
143.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
142.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
142.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
141.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
141.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
140.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
138.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
138.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
138.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
137.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
137.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
137.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
135.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
135.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
134.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
131.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
131.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
130.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
130.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
130.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
130.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
129.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
129.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
129.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
128.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
127.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
126.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
126.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
125.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
125.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
125.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
125.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
125.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
125.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
124.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
124.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
123.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
123.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
123.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
123.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
122.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
122.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
121.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
121.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
121.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
120.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
120.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
120.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
119.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
119.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
119.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
118.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
118.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
118.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
118.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
118.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
118.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
117.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
116.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
116.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
116.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
116.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
115.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
115.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
115.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
114.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
114.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
113.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
113.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
113.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
113.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
112.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
112.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
111.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
111.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
111.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
111.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
110.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
110.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
110.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
110.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
110.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
110.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
110.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
109.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
109.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
109.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
109.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
108.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
108.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
108.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
108.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
107.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
107.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
107.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
106.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
106.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
106.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
106.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
105.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
105.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
105.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
105.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
105.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
105.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
104.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
104.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
104.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
104.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
104.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
103.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
102.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
102.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
102.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
102.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
102.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
101.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
101.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
101.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
101.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
101.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
101.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
100.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
100.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
100.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
100.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
100.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
100.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
99.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
99.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
99.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
99.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
99.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
99.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
99.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
99.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
99.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
98.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
98.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
98.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
98.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
98.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
97.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
97.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
97.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
96.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
96.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
95.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
95.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
95.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
95.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
94.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
94.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
94.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
94.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
94.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
94.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
94.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
94.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
94.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
93.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
93.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
93.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
93.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
93.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
93.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
93.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
93.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
92.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
92.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
92.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
92.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
92.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
92.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
92.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
91.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
91.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
91.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
91.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
91.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
91.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
91.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
91.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
91.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
90.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
90.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
90.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
89.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
89.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
89.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
89.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
89.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
89.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
89.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
89.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
89.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
88.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
88.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
88.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
88.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
88.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
87.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
87.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
87.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
87.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
87.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
87.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
87.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
87.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
87.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
87.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
87.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
86.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
86.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
86.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
86.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
85.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
85.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
85.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
85.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
85.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
84.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
84.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
84.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
84.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
83.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
83.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
83.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
83.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
83.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
83.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
83.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
83.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
83.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
82.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
82.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
82.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
82.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
82.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
82.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
82.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
82.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
82.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
81.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
81.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
81.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
81.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
81.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
81.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
81.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
81.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
81.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
81.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
80.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
80.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
80.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
80.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
80.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
80.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
80.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
80.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
80.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
80.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
80.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
80.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
80.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
79.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
79.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
79.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
78.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
78.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
78.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
78.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
78.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
78.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
77.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
77.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
77.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
77.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
77.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
76.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
76.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
76.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
76.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
76.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
76.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
76.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
76.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
76.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
76.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
75.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
75.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
75.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
75.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
75.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
75.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
75.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
75.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
75.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
75.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
74.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
74.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
74.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
74.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
74.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
74.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
74.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
73.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
73.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
73.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
72.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
72.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
72.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
72.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
72.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
72.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
72.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
71.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
71.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
71.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
70.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
70.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
70.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
70.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
70.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
69.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
69.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
69.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
69.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
69.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
69.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
69.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
68.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
68.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
68.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
68.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
68.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
68.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
67.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
67.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
67.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
67.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
67.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
66.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
66.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
66.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
66.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
66.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
65.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
65.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
65.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
65.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
64.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
64.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
64.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
64.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
64.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
64.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
63.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
63.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
63.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
62.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
62.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
62.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
62.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
61.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
61.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
60.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
60.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
60.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
60.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
59.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
59.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
59.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
59.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
58.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
58.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
58.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
57.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
57.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
56.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
56.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
56.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
55.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
55.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
55.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
54.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
54.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
54.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
54.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
54.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
54.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
54.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
53.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
53.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
52.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
52.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
52.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
51.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
51.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
51.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
51.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
48.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
48.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
48.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
47.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
47.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
47.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
47.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
47.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
46.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
46.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
45.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
44.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
44.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
43.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
43.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
43.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
42.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
42.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
42.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
40.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
39.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
38.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
38.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
38.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
38.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
38.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
37.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
37.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
35.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
35.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
34.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
34.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
33.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
33.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
33.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
33.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
33.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
32.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
32.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
30.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
30.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
29.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
28.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
28.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
28.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
27.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
25.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
23.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
23.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
18.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
17.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
15.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HM13 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
99.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
280.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
247.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
221.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
221.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
207.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
199.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
194.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
183.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
181.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
157.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
148.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
148.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
140.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
136.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
132.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
131.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
127.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
127.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
123.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
122.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
121.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
115.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
114.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
114.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
108.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
107.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
106.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
105.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
104.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
104.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
103.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
102.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
101.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
101.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
99.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
97.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
97.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
97.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
97.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
96.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
94.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
94.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
93.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
92.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
92.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
91.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
91.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
89.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
89.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
88.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
88.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
88.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
87.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
85.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
85.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
84.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
84.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
82.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
81.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
81.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
80.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
79.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
79.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
78.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
78.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
77.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
76.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
76.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
75.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
74.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
74.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
73.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
73.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
72.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
72.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
71.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
71.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
71.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
70.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
69.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
69.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
68.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
67.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
65.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
64.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
64.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
64.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
63.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
62.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
60.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
59.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
57.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
56.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
55.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
50.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
41.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
38.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HM13 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
94.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
685.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
444.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
320.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
299.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
287.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
284.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
262.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
254.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
243.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
235.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
235.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
234.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
227.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
218.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
217.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
217.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
215.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
214.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
207.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
207.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
203.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
197.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
190.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
184.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
182.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
179.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
178.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
174.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
172.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
171.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
169.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
168.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
164.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
162.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
158.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
156.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
153.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
152.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
151.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
149.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
149.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
149.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
148.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
147.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
145.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
145.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
144.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
143.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
142.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
141.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
139.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
138.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
138.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
136.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
136.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
135.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
135.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
133.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
133.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
132.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
131.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
130.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
130.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
128.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
126.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
126.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
125.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
125.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
124.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
124.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
124.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
124.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
122.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
122.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
120.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
120.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
120.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
120.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
117.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
115.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
114.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
113.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
112.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
110.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
110.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
110.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
110.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
110.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
109.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
109.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
108.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
108.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
108.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
108.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
107.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
106.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
104.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
104.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
103.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
102.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
102.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
102.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
101.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
101.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
100.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
100.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
99.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
99.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
99.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
98.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
96.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
96.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
95.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
94.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
94.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
93.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
93.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
93.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
91.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
90.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
90.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
90.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
89.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
89.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
89.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
89.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
89.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
87.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
86.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
86.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
85.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
84.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
84.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
83.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
83.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
83.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
82.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
82.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
82.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
81.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
79.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
79.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
79.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
78.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
78.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
78.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
77.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
77.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
76.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
75.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
75.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
74.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
74.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
74.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
74.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
74.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
74.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
72.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
71.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
71.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
71.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
71.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
71.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
70.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
70.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
70.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
69.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
69.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
68.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
68.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
68.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
68.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
68.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
66.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
66.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
65.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
65.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
65.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
64.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
64.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
64.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
64.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
64.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
63.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
61.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
61.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
60.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
58.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
58.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
57.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
57.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
56.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
56.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
56.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
55.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
55.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
54.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
54.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
54.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
54.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
53.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
52.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
52.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
52.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
52.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
50.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
50.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
49.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
48.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
48.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
47.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
47.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
47.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
47.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
46.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
45.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
45.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
45.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
45.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
45.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
44.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
43.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
43.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
43.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
42.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
41.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
38.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
38.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
38.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
37.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
37.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
37.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
35.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
34.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
34.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
33.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
33.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
31.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
31.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
31.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
30.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
29.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
28.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
27.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
26.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
24.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
23.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
21.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
21.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
20.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
19.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
18.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
16.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
14.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
13.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
9.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
3.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
2.0
CPT0012180003
Tumor
1.8
CPT0023350003
Tumor
1.8
CPT0002350011
Tumor
1.8
CPT0088550004
Tumor
1.5
CPT0001180009
Tumor
1.4
CPT0012550003
Tumor
1.4
CPT0069160003
Tumor
1.4
CPT0007320003
Tumor
1.1
CPT0075130003
Tumor
1.1
CPT0012670003
Tumor
1.0
CPT0012280003
Tumor
1.0
CPT0086820003
Tumor
1.0
CPT0084560003
Tumor
0.9
CPT0079410003
Tumor
0.9
CPT0076330003
Tumor
0.9
CPT0078800003
Tumor
0.8
CPT0007860003
Tumor
0.8
CPT0014160003
Tumor
0.8
CPT0086950003
Tumor
0.8
CPT0079270003
Tumor
0.8
CPT0025110003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0015730003
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0092160003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0010110003
Tumor
0.6
CPT0065430003
Tumor
0.6
CPT0065750003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0088690003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0078930003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0078510003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0078830003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0092790003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0089020003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0077110003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0086870003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0006950001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0081990003
Tumor
-0.3
CPT0089040001
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0092800003
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0078990003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0025350003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0066480003
Tumor
-0.3
CPT0088570001
Normal
-0.4
CPT0026410003
Tumor
-0.4
CPT0025060001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0077490003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0063330001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0063320003
Tumor
-0.4
CPT0064400001
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0088900003
Tumor
-0.4
CPT0082010001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0001510001
Normal
-0.5
CPT0012370003
Tumor
-0.5
CPT0077500001
Normal
-0.5
CPT0012290003
Normal
-0.5
CPT0023710001
Normal
-0.5
CPT0079300001
Normal
-0.5
CPT0075720003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0020130001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0087050003
Normal
-0.5
CPT0000870016
Tumor
-0.5
CPT0088640003
Normal
-0.5
CPT0001550001
Normal
-0.6
CPT0078530001
Normal
-0.6
CPT0000890001
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0006440003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0009000003
Tumor
-0.6
CPT0025610001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0075570001
Normal
-0.6
CPT0013790003
Normal
-0.6
CPT0001270001
Normal
-0.7
CPT0012640003
Normal
-0.7
CPT0018250001
Normal
-0.7
CPT0010160003
Tumor
-0.7
CPT0069010001
Normal
-0.7
CPT0079000001
Normal
-0.7
CPT0012080003
Tumor
-0.7
CPT0025920001
Normal
-0.7
CPT0066520001
Normal
-0.7
CPT0014470001
Normal
-0.7
CPT0086830003
Normal
-0.7
CPT0007870001
Normal
-0.7
CPT0075170001
Normal
-0.7
CPT0076350001
Normal
-0.7
CPT0012090003
Normal
-0.8
CPT0000780007
Tumor
-0.8
CPT0014350001
Normal
-0.8
CPT0017450001
Normal
-0.8
CPT0079180003
Tumor
-0.9
CPT0000640003
Tumor
-0.9
CPT0007470001
Normal
-1.0
CPT0012900004
Tumor
-1.2
CPT0009020003
Normal
-1.2
CPT0011240003
Tumor
-1.3
CPT0012770003
Normal
-1.3
CPT0012570003
Normal
-1.5
CPT0024680001
Normal
-1.6
CPT0012920003
Normal
-1.6
CPT0009080003
Normal
-1.7
CPT0017410003
Tumor
-2.4
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
