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.
HNRNPU 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
79.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
226.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
176.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
146.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
132.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
131.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
129.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
115.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
111.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
105.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
102.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
102.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
98.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
98.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
98.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
98.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
97.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
96.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
92.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
90.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
88.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
86.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
83.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
83.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
81.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
79.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
79.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
78.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
78.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
78.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
77.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
75.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
73.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
73.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
73.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
72.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
70.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
70.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
70.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
63.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
61.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
61.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
61.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
60.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
60.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
60.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
59.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
59.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
58.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
57.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
56.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
56.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
54.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
53.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
51.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
50.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
49.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
46.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
46.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
45.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
42.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
39.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
39.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
39.1
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.
HNRNPU is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
114.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
295.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
263.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
211.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
201.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
200.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
197.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
195.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
193.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
192.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
187.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
183.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
182.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
181.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
181.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
179.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
179.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
177.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
176.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
175.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
173.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
172.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
172.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
169.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
169.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
169.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
168.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
168.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
167.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
167.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
167.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
167.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
166.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
165.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
165.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
164.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
163.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
163.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
161.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
160.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
160.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
159.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
158.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
158.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
158.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
157.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
157.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
157.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
157.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
157.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
156.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
156.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
155.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
155.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
154.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
154.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
154.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
153.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
153.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
152.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
152.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
152.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
152.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
152.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
151.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
151.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
150.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
150.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
150.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
150.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
149.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
149.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
149.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
148.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
148.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
148.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
148.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
147.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
147.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
146.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
146.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
146.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
146.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
146.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
145.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
144.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
144.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
144.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
144.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
143.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
143.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
143.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
143.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
142.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
142.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
142.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
142.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
142.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
142.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
142.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
141.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
141.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
141.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
141.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
141.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
141.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
141.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
141.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
140.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
140.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
140.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
140.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
139.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
139.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
139.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
139.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
139.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
139.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
139.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
139.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
138.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
138.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
138.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
138.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
138.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
137.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
137.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
137.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
137.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
137.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
137.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
136.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
136.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
136.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
135.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
135.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
134.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
134.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
134.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
134.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
134.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
134.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
133.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
133.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
133.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
132.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
132.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
132.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
131.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
131.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
131.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
131.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
130.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
130.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
130.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
130.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
130.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
130.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
130.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
130.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
130.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
129.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
129.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
129.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
129.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
129.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
129.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
129.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
128.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
128.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
128.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
128.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
128.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
128.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
128.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
128.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
128.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
128.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
127.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
127.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
127.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
127.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
127.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
127.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
127.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
126.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
126.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
126.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
126.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
126.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
126.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
126.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
126.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
126.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
125.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
125.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
125.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
125.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
125.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
125.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
125.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
125.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
124.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
124.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
124.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
124.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
123.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
123.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
123.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
123.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
122.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
122.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
122.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
122.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
122.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
122.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
121.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
121.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
121.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
121.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
121.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
121.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
121.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
120.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
120.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
120.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
120.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
120.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
120.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
120.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
120.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
119.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
119.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
119.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
119.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
119.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
119.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
119.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
118.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
118.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
118.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
118.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
118.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
118.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
118.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
118.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
117.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
117.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
117.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
117.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
117.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
117.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
117.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
116.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
116.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
116.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
116.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
116.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
116.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
116.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
116.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
115.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
115.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
114.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
114.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
114.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
114.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
113.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
113.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
113.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
113.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
113.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
112.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
112.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
112.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
112.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
112.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
111.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
111.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
111.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
111.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
111.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
111.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
111.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
111.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
111.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
111.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
111.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
111.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
111.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
110.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
110.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
110.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
110.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
110.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
109.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
109.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
109.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
109.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
109.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
109.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
108.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
108.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
108.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
108.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
108.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
108.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
108.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
107.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
107.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
107.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
107.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
107.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
106.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
106.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
106.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
106.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
106.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
106.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
106.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
106.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
106.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
106.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
105.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
105.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
105.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
105.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
104.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
104.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
103.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
103.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
103.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
102.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
102.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
102.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
102.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
102.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
102.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
101.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
101.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
101.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
101.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
101.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
101.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
101.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
100.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
100.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
100.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
100.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
100.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
100.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
100.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
100.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
99.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
99.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
99.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
99.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
99.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
99.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
99.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
98.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
98.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
98.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
98.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
98.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
98.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
97.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
97.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
97.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
97.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
97.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
97.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
97.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
97.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
97.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
96.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
96.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
96.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
96.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
96.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
95.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
95.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
95.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
95.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
95.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
94.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
94.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
94.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
93.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
93.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
92.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
92.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
92.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
91.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
91.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
91.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
91.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
90.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
90.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
90.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
90.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
90.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
89.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
89.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
89.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
89.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
89.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
89.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
87.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
87.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
87.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
87.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
86.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
86.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
86.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
86.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
86.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
86.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
85.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
85.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
85.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
84.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
83.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
82.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
82.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
82.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
82.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
82.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
82.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
81.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
81.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
80.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
80.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
80.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
79.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
79.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
79.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
79.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
79.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
78.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
78.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
77.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
77.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
77.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
76.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
76.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
76.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
75.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
74.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
74.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
73.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
73.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
73.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
73.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
73.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
72.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
71.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
71.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
71.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
71.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
71.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
70.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
70.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
69.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
69.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
68.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
68.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
67.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
67.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
66.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
66.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
66.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
65.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
64.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
64.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
64.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
64.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
64.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
64.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
64.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
64.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
64.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
62.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
61.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
61.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
61.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
60.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
60.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
60.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
60.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
59.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
59.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
58.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
58.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
58.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
58.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
58.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
56.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
56.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
55.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
52.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
52.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
51.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
51.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
50.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
50.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
49.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
48.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
46.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
46.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
45.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
44.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
44.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
41.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
41.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
34.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
33.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
31.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
31.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
29.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
17.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
HNRNPU is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
130.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
235.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
215.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
204.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
188.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
174.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
170.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
169.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
168.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
165.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
164.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
163.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
161.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
160.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
157.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
156.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
156.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
155.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
155.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
155.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
154.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
153.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
153.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
152.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
152.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
150.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
150.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
150.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
148.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
147.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
146.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
146.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
146.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
145.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
144.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
143.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
143.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
143.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
142.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
142.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
141.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
140.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
139.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
139.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
138.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
136.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
135.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
135.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
134.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
131.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
130.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
129.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
128.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
128.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
128.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
127.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
126.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
126.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
126.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
124.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
122.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
121.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
120.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
118.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
118.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
115.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
115.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
115.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
114.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
113.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
113.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
113.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
111.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
110.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
107.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
106.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
104.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
104.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
101.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
101.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
100.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
100.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
100.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
98.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
98.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
98.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
93.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
93.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
93.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
92.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
92.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
91.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
90.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
89.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
89.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
87.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
86.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
83.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
78.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
70.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HNRNPU 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
128.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
395.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
381.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
300.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
274.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
260.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
234.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
228.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
222.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
221.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
219.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
213.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
213.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
212.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
211.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
211.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
210.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
209.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
199.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
199.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
198.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
197.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
196.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
195.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
194.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
194.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
193.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
191.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
190.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
189.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
188.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
187.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
186.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
186.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
185.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
182.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
180.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
179.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
179.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
177.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
176.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
176.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
175.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
175.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
173.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
173.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
172.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
171.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
168.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
168.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
168.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
166.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
166.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
166.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
165.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
165.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
165.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
164.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
163.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
162.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
161.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
161.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
160.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
160.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
159.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
159.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
157.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
156.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
154.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
154.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
154.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
154.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
154.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
153.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
152.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
152.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
152.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
151.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
149.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
148.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
147.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
147.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
147.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
147.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
146.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
146.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
145.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
144.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
144.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
143.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
142.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
142.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
141.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
141.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
140.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
139.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
139.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
139.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
138.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
137.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
136.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
136.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
135.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
135.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
135.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
135.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
135.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
134.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
134.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
133.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
133.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
133.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
132.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
132.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
131.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
131.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
131.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
131.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
130.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
130.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
129.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
129.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
128.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
128.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
128.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
128.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
127.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
127.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
127.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
127.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
126.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
125.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
125.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
125.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
124.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
124.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
124.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
123.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
123.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
123.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
122.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
121.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
121.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
121.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
120.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
120.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
120.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
119.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
119.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
118.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
118.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
118.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
118.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
118.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
117.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
117.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
117.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
117.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
116.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
116.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
115.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
115.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
115.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
114.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
114.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
114.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
114.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
114.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
113.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
113.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
113.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
112.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
112.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
109.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
109.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
109.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
109.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
109.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
108.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
108.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
108.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
107.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
107.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
106.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
106.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
106.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
104.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
103.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
102.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
102.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
102.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
102.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
101.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
101.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
101.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
101.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
101.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
101.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
101.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
100.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
100.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
99.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
99.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
99.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
99.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
98.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
97.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
97.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
95.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
95.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
94.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
94.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
93.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
93.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
93.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
93.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
92.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
92.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
92.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
92.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
92.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
91.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
91.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
91.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
90.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
89.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
89.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
87.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
87.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
87.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
86.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
86.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
86.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
86.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
86.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
86.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
83.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
83.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
83.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
83.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
83.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
83.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
82.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
81.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
80.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
80.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
79.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
74.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
74.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
74.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
73.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
72.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
72.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
72.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
70.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
70.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
70.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
68.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
67.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
67.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
65.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
65.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
65.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
65.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
64.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
64.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
63.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
62.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
62.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
61.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
61.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
61.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
61.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
60.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
56.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
56.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
55.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
51.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
51.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
46.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
43.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
38.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012900004
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0077110003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0025580004
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0081990003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0025350003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0069000003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0025920001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0024680001
Normal
0.0
CPT0063320003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0076330003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0002270011
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0078660003
Tumor
-0.3
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
