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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A16 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
27.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
335.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
71.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
65.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
62.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
62.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
54.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
52.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
49.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
48.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
42.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
40.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
36.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
30.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
30.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
27.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
24.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
23.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
22.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
21.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
20.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
20.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
19.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
17.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
16.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
16.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
14.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.0
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.
S100A16 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
129.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
755.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
429.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
409.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
310.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
291.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
289.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
283.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
277.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
253.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
252.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
250.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
247.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
246.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
245.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
240.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
239.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
237.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
237.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
232.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
230.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
230.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
230.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
229.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
229.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
228.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
223.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
222.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
221.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
219.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
219.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
218.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
218.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
217.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
209.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
209.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
207.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
207.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
206.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
205.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
204.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
204.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
204.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
203.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
203.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
201.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
201.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
201.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
200.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
199.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
199.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
199.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
199.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
198.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
197.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
197.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
197.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
196.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
195.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
194.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
191.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
191.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
190.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
189.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
188.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
187.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
186.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
186.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
185.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
185.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
185.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
185.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
185.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
184.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
184.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
183.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
183.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
183.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
181.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
181.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
181.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
180.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
179.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
178.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
178.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
177.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
177.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
176.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
175.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
173.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
173.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
172.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
171.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
170.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
170.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
169.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
169.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
169.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
168.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
168.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
168.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
167.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
167.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
167.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
167.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
167.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
167.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
167.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
167.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
166.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
165.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
165.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
165.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
165.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
164.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
163.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
162.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
162.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
160.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
159.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
159.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
159.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
159.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
158.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
158.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
158.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
157.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
157.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
157.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
157.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
157.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
156.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
156.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
155.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
155.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
154.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
154.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
153.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
153.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
153.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
152.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
152.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
152.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
152.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
152.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
151.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
151.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
151.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
151.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
150.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
150.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
148.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
148.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
148.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
148.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
147.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
147.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
147.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
146.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
146.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
146.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
146.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
146.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
145.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
145.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
145.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
144.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
144.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
144.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
144.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
144.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
144.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
143.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
143.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
143.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
143.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
143.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
143.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
142.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
142.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
142.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
141.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
141.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
140.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
140.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
140.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
139.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
139.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
138.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
138.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
138.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
138.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
138.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
137.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
137.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
137.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
137.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
137.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
136.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
135.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
135.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
135.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
135.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
135.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
134.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
134.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
134.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
133.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
133.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
132.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
132.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
132.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
132.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
131.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
131.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
131.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
131.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
131.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
131.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
131.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
130.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
130.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
130.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
130.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
130.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
130.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
130.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
129.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
129.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
129.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
128.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
128.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
128.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
128.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
128.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
128.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
128.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
128.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
127.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
127.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
127.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
127.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
127.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
127.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
127.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
127.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
126.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
126.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
126.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
126.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
125.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
125.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
125.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
125.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
124.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
124.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
124.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
124.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
124.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
123.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
123.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
123.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
123.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
122.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
122.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
122.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
122.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
122.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
122.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
121.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
121.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
121.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
121.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
121.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
120.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
120.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
120.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
120.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
119.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
119.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
119.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
119.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
119.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
118.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
118.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
118.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
117.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
117.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
117.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
117.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
117.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
116.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
116.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
116.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
116.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
116.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
116.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
116.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
116.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
115.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
115.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
114.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
114.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
114.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
113.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
113.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
113.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
113.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
113.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
113.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
113.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
112.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
112.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
111.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
111.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
111.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
111.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
110.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
110.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
110.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
110.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
110.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
110.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
109.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
109.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
109.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
108.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
108.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
107.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
107.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
107.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
107.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
107.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
107.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
107.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
106.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
106.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
106.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
106.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
106.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
105.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
105.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
105.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
105.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
104.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
104.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
103.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
103.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
102.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
102.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
102.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
102.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
102.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
101.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
101.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
101.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
101.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
101.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
100.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
100.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
99.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
99.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
99.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
99.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
99.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
99.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
99.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
99.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
98.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
98.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
98.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
98.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
97.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
97.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
97.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
97.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
97.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
97.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
96.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
96.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
96.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
96.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
96.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
95.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
94.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
94.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
93.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
93.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
93.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
93.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
92.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
92.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
91.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
91.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
91.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
91.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
91.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
90.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
89.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
89.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
88.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
88.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
88.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
88.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
88.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
88.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
87.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
87.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
87.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
87.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
86.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
86.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
86.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
86.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
86.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
84.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
84.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
83.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
83.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
83.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
83.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
83.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
82.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
82.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
81.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
81.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
81.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
81.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
80.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
80.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
80.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
80.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
80.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
80.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
79.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
78.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
78.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
78.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
78.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
78.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
77.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
77.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
77.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
77.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
77.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
77.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
76.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
76.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
76.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
75.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
75.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
75.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
75.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
74.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
74.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
74.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
73.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
73.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
73.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
73.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
72.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
72.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
72.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
72.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
72.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
71.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
71.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
71.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
71.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
70.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
70.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
69.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
68.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
68.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
68.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
68.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
67.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
67.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
66.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
65.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
65.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
65.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
65.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
64.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
63.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
61.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
60.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
60.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
59.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
57.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
57.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
56.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
55.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
55.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
53.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
52.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
51.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
50.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
47.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
46.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
46.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
45.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
41.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
40.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
35.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
32.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
32.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
31.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
28.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
24.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
22.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
17.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.8
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.
S100A16 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
111.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
266.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
236.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
221.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
218.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
215.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
213.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
210.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
174.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
170.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
162.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
157.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
156.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
150.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
146.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
145.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
143.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
142.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
139.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
138.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
135.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
132.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
132.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
126.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
126.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
124.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
122.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
121.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
121.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
118.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
118.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
117.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
116.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
116.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
116.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
113.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
112.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
111.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
111.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
110.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
109.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
109.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
108.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
107.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
107.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
107.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
107.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
106.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
105.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
105.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
105.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
105.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
103.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
101.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
100.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
99.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
97.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
97.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
96.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
96.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
96.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
95.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
94.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
94.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
94.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
92.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
91.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
91.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
91.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
90.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
90.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
89.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
89.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
88.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
87.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
86.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
86.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
85.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
85.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
84.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
83.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
82.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
80.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
78.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
77.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
77.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
76.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
76.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
75.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
75.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
75.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
70.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
66.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
65.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
65.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
64.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
62.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
60.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
51.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
44.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A16 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
157.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
874.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
682.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
423.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
403.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
345.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
335.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
331.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
329.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
312.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
312.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
309.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
307.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
304.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
300.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
296.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
294.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
292.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
276.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
275.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
273.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
264.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
263.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
258.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
257.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
255.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
255.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
252.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
251.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
251.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
245.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
244.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
243.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
243.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
236.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
235.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
234.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
229.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
229.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
229.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
225.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
224.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
224.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
220.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
217.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
215.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
213.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
213.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
212.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
212.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
212.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
208.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
205.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
204.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
203.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
203.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
201.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
198.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
198.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
197.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
196.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
196.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
195.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
195.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
194.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
193.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
192.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
192.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
192.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
191.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
191.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
189.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
189.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
187.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
187.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
187.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
186.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
185.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
185.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
185.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
184.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
184.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
181.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
180.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
180.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
179.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
179.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
179.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
179.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
178.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
176.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
175.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
174.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
173.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
173.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
172.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
171.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
171.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
171.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
170.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
170.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
170.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
170.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
170.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
167.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
167.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
166.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
166.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
166.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
165.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
164.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
162.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
160.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
160.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
160.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
159.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
159.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
159.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
158.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
158.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
158.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
157.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
157.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
156.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
156.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
155.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
154.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
154.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
153.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
153.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
153.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
152.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
151.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
150.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
150.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
149.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
148.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
146.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
145.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
145.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
144.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
143.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
141.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
141.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
140.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
140.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
138.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
138.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
137.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
137.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
137.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
137.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
137.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
136.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
135.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
134.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
134.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
134.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
134.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
134.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
132.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
132.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
132.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
132.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
130.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
130.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
130.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
130.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
128.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
128.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
127.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
127.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
127.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
126.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
126.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
126.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
125.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
124.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
124.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
124.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
124.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
124.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
123.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
123.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
123.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
123.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
123.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
122.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
120.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
119.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
119.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
119.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
118.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
118.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
117.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
117.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
115.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
115.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
115.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
115.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
114.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
114.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
114.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
114.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
113.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
112.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
112.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
111.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
111.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
110.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
110.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
109.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
109.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
106.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
106.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
104.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
104.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
104.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
103.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
103.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
102.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
101.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
101.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
99.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
98.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
97.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
95.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
95.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
94.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
94.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
90.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
90.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
89.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
89.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
88.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
88.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
88.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
87.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
87.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
87.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
85.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
85.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
83.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
81.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
81.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
79.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
79.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
79.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
79.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
79.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
79.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
78.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
78.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
77.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
77.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
76.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
76.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
74.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
73.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
71.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
71.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
69.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
69.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
67.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
67.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
65.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
63.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
60.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
59.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
56.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
54.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
53.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
49.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
46.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
37.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
34.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
15.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086950003
Tumor
0.9
CPT0001340003
Tumor
0.9
CPT0085670003
Tumor
0.8
CPT0002350011
Tumor
0.8
CPT0025230003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0025580004
Tumor
0.7
CPT0001180009
Tumor
0.7
CPT0017850003
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0001540009
Tumor
0.7
CPT0084590001
Normal
0.6
CPT0084560003
Tumor
0.6
CPT0069000003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0012670003
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0071150004
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0025050003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0024670003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0006900003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0075170001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0014160003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0089020003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0079380003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0087040003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0086970003
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0000660001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0065820001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0088550004
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0006730001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0092160003
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0012180003
Tumor
-0.3
CPT0007470001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0012550003
Tumor
-0.3
CPT0077500001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0089460004
Tumor
-0.3
CPT0078530001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0020120003
Tumor
-0.4
CPT0020130001
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0076330003
Tumor
-0.5
CPT0078670001
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0092310003
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0064370003
Tumor
-0.5
CPT0086370003
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0089480003
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0000790001
Normal
-0.6
CPT0006440003
Tumor
-0.7
CPT0092740003
Normal
-0.7
CPT0023710001
Normal
-0.7
CPT0079180003
Tumor
-1.2
CPT0078660003
Tumor
-2.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
