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.
HNRNPDL 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
75.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
156.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
154.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
144.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
140.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
137.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
129.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
119.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
119.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
113.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
107.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
103.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
103.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
102.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
102.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
100.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
99.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
97.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
91.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
88.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
86.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
86.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
85.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
83.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
80.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
78.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
78.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
78.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
77.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
77.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
74.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
74.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
73.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
72.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
69.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
65.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
62.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
62.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
61.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
61.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
60.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
60.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
59.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
59.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
59.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
59.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
57.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
56.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
56.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
54.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
53.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
49.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
47.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
44.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
44.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
41.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
40.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
37.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
34.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
34.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
33.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
32.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
30.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
HNRNPDL 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
125.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
252.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
251.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
245.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
243.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
238.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
229.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
226.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
225.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
223.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
223.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
223.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
222.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
220.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
220.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
217.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
215.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
214.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
214.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
213.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
212.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
211.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
211.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
211.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
209.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
208.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
206.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
206.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
206.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
205.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
205.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
205.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
205.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
205.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
204.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
204.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
204.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
203.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
203.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
201.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
201.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
200.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
198.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
198.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
197.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
196.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
196.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
195.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
193.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
193.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
192.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
191.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
189.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
189.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
188.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
188.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
187.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
187.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
186.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
186.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
186.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
186.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
185.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
185.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
183.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
183.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
182.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
182.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
182.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
181.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
181.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
181.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
180.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
179.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
179.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
179.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
179.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
179.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
178.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
178.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
177.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
177.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
177.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
176.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
175.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
175.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
175.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
174.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
173.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
172.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
171.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
171.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
170.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
170.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
170.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
170.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
170.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
170.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
170.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
169.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
169.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
167.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
167.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
166.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
166.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
166.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
165.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
165.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
165.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
165.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
165.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
165.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
164.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
164.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
163.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
163.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
163.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
163.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
162.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
161.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
161.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
161.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
160.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
160.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
160.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
159.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
159.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
159.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
158.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
158.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
157.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
157.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
157.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
157.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
156.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
156.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
155.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
155.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
155.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
155.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
155.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
155.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
155.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
154.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
154.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
154.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
154.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
154.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
153.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
153.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
153.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
153.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
153.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
153.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
153.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
152.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
152.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
152.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
152.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
151.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
151.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
151.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
150.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
149.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
149.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
149.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
148.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
148.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
148.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
148.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
148.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
147.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
147.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
147.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
146.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
146.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
146.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
146.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
146.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
146.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
145.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
145.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
145.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
145.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
144.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
144.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
143.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
142.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
142.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
142.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
142.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
141.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
141.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
141.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
141.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
140.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
140.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
140.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
140.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
139.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
139.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
139.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
138.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
138.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
138.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
138.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
137.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
137.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
137.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
136.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
136.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
136.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
135.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
135.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
135.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
135.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
134.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
134.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
134.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
133.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
133.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
133.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
132.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
132.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
132.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
131.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
131.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
131.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
130.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
130.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
130.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
130.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
130.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
130.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
130.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
129.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
129.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
129.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
129.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
128.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
128.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
128.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
128.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
128.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
128.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
128.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
127.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
127.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
125.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
125.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
125.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
125.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
125.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
125.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
125.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
124.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
124.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
124.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
124.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
122.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
122.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
122.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
122.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
122.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
122.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
121.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
120.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
119.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
119.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
119.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
119.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
119.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
117.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
116.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
116.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
116.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
116.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
116.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
116.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
115.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
115.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
115.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
115.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
115.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
114.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
114.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
114.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
113.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
113.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
113.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
113.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
113.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
112.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
112.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
112.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
112.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
112.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
111.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
111.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
111.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
111.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
111.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
111.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
110.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
110.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
110.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
110.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
110.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
110.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
110.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
110.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
110.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
110.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
110.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
110.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
109.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
109.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
109.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
109.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
109.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
108.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
108.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
108.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
108.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
107.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
107.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
107.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
107.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
106.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
106.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
106.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
106.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
105.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
105.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
105.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
105.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
104.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
104.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
104.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
104.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
104.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
103.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
103.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
103.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
103.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
102.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
102.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
102.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
102.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
102.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
101.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
101.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
100.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
100.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
100.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
100.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
100.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
99.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
99.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
99.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
99.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
99.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
99.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
98.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
98.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
98.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
98.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
97.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
97.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
96.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
96.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
96.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
96.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
95.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
95.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
95.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
94.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
94.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
94.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
94.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
93.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
93.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
93.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
93.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
92.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
92.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
92.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
92.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
92.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
92.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
92.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
91.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
90.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
89.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
89.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
89.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
89.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
88.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
87.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
87.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
87.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
86.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
85.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
85.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
85.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
85.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
85.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
84.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
84.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
84.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
84.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
83.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
83.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
83.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
83.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
82.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
82.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
82.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
81.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
80.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
80.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
79.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
79.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
78.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
78.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
77.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
77.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
77.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
77.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
77.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
76.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
76.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
76.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
75.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
75.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
75.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
75.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
75.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
74.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
74.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
74.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
73.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
73.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
73.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
72.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
72.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
72.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
72.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
72.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
71.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
71.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
71.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
71.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
70.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
69.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
69.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
69.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
69.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
68.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
68.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
68.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
67.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
67.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
65.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
65.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
65.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
64.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
63.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
63.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
63.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
63.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
63.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
62.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
62.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
61.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
60.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
60.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
60.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
60.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
59.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
59.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
59.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
58.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
57.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
56.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
56.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
56.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
56.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
56.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
54.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
54.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
54.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
54.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
54.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
53.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
52.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
52.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
52.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
51.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
51.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
49.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
48.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
46.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
46.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
44.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
43.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
42.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
41.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
40.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
36.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
30.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
23.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
22.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.7
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.
HNRNPDL 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
170.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
324.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
307.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
283.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
273.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
269.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
264.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
260.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
259.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
254.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
253.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
244.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
244.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
242.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
233.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
232.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
225.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
220.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
219.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
219.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
218.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
217.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
217.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
217.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
214.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
211.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
211.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
206.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
206.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
204.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
196.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
194.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
194.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
194.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
191.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
190.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
189.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
186.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
182.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
182.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
181.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
179.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
179.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
176.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
176.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
175.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
175.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
172.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
171.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
171.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
170.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
166.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
164.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
163.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
162.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
161.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
161.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
160.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
159.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
151.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
148.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
148.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
147.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
146.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
146.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
144.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
142.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
140.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
139.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
138.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
134.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
134.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
133.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
130.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
130.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
129.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
129.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
126.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
126.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
122.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
120.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
120.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
118.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
118.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
115.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
115.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
115.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
112.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
112.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
108.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
103.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
102.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
96.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
94.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
92.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
90.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
89.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
79.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
72.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
64.0
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.
HNRNPDL 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
105.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
268.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
260.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
254.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
241.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
237.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
237.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
234.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
226.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
220.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
218.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
217.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
211.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
209.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
208.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
201.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
195.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
195.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
191.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
190.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
189.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
182.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
177.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
176.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
175.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
174.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
174.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
170.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
165.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
164.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
163.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
160.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
159.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
159.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
157.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
157.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
156.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
155.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
154.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
153.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
153.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
153.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
152.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
150.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
149.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
149.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
149.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
149.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
148.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
147.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
147.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
146.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
145.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
145.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
144.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
144.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
142.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
141.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
140.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
139.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
138.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
137.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
136.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
136.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
136.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
135.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
134.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
133.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
133.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
132.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
132.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
131.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
131.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
130.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
129.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
129.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
129.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
129.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
128.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
128.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
127.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
126.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
126.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
124.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
124.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
124.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
123.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
121.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
119.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
118.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
117.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
117.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
117.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
116.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
116.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
116.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
116.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
115.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
114.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
114.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
113.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
113.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
112.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
112.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
112.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
111.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
111.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
111.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
111.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
107.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
107.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
107.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
107.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
107.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
106.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
106.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
106.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
106.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
106.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
106.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
105.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
105.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
105.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
105.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
104.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
104.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
104.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
102.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
101.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
101.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
101.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
101.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
100.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
99.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
99.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
98.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
98.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
98.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
97.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
97.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
97.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
97.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
97.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
97.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
96.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
96.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
95.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
94.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
94.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
94.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
93.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
93.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
93.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
93.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
92.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
92.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
92.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
91.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
91.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
91.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
90.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
90.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
89.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
89.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
89.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
89.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
89.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
88.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
88.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
88.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
88.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
88.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
87.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
87.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
87.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
87.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
86.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
85.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
84.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
84.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
83.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
83.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
82.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
82.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
82.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
82.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
81.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
81.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
80.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
79.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
78.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
78.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
77.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
77.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
77.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
77.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
76.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
76.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
76.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
76.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
76.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
76.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
76.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
75.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
75.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
75.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
74.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
74.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
73.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
73.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
73.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
71.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
71.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
71.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
71.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
70.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
70.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
69.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
69.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
68.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
68.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
68.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
68.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
67.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
67.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
67.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
66.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
66.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
66.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
66.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
65.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
65.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
65.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
65.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
64.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
63.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
63.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
62.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
62.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
62.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
62.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
62.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
61.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
61.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
61.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
59.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
58.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
56.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
55.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
55.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
55.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
54.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
54.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
53.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
53.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
51.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
51.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
51.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
49.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
49.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
49.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
49.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
48.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
48.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
45.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
45.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
45.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
43.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
43.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
41.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
37.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
36.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
36.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
33.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
32.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
32.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
30.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
29.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
29.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
19.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.5
CPT0017850003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0026410003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0006440003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0079180003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0079380003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0084590001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0019160001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0001540009
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0000790001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0066430001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0014130001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0088690003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0079480003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0079430001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0012670003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0012550003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0081880003
Tumor
-0.5
CPT0023350003
Tumor
-0.5
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
