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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.
CUTA 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
134.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
478.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
288.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
232.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
227.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
221.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
210.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
189.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
185.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
181.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
176.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
165.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
158.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
153.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
153.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
153.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
151.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
148.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
148.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
148.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
147.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
142.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
139.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
135.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
133.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
131.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
131.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
130.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
129.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
129.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
128.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
126.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
124.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
123.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
122.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
122.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
121.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
117.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
112.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
111.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
111.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
111.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
109.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
109.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
107.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
104.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
103.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
102.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
96.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
96.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
95.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
93.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
93.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
91.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
89.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
88.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
88.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
85.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
85.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
80.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
80.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
76.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
65.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
63.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
CUTA is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
152.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
346.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
315.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
308.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
307.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
302.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
290.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
280.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
273.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
272.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
271.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
266.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
264.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
263.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
259.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
258.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
258.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
258.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
257.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
256.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
255.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
252.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
248.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
241.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
240.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
238.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
234.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
231.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
231.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
229.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
229.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
228.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
227.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
227.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
226.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
225.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
224.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
224.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
223.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
222.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
222.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
221.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
219.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
219.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
217.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
214.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
213.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
213.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
212.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
212.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
212.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
212.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
211.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
211.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
211.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
210.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
210.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
210.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
209.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
208.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
207.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
207.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
207.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
207.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
205.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
205.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
205.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
205.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
204.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
203.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
203.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
202.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
202.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
201.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
200.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
200.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
199.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
199.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
199.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
198.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
197.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
197.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
196.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
196.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
196.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
195.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
195.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
194.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
192.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
192.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
191.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
191.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
190.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
189.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
189.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
188.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
188.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
187.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
187.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
187.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
187.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
187.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
187.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
187.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
186.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
186.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
186.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
185.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
185.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
185.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
185.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
185.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
184.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
184.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
184.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
183.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
183.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
183.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
183.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
182.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
182.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
181.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
181.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
180.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
180.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
179.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
179.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
179.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
178.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
178.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
178.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
178.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
177.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
177.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
177.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
176.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
176.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
176.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
175.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
175.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
175.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
175.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
175.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
174.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
174.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
174.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
174.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
173.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
173.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
173.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
173.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
173.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
173.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
172.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
172.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
172.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
172.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
172.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
171.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
171.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
171.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
170.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
170.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
170.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
170.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
169.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
169.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
169.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
169.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
169.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
169.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
168.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
168.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
168.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
167.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
167.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
166.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
165.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
165.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
165.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
164.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
164.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
164.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
164.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
163.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
163.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
163.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
163.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
162.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
162.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
162.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
162.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
162.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
162.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
162.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
161.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
161.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
161.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
161.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
160.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
160.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
160.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
160.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
160.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
160.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
160.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
159.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
159.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
159.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
159.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
159.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
159.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
159.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
158.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
158.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
158.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
158.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
158.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
158.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
157.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
156.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
156.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
156.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
156.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
155.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
155.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
155.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
155.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
154.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
154.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
154.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
153.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
153.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
152.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
152.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
152.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
152.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
152.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
152.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
151.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
151.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
151.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
150.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
150.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
150.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
150.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
150.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
149.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
149.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
149.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
149.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
149.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
148.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
148.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
148.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
148.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
147.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
147.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
147.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
147.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
147.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
147.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
147.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
147.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
146.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
146.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
146.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
146.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
146.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
146.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
145.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
145.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
145.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
145.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
145.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
145.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
145.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
145.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
145.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
144.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
144.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
144.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
144.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
144.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
143.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
143.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
143.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
143.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
143.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
143.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
142.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
142.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
142.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
142.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
142.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
142.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
142.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
142.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
142.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
142.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
141.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
141.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
141.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
140.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
140.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
140.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
140.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
140.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
140.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
139.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
139.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
139.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
139.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
139.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
139.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
139.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
139.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
138.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
138.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
138.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
137.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
137.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
136.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
136.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
136.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
136.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
136.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
135.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
134.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
134.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
134.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
134.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
134.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
134.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
134.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
134.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
133.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
133.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
133.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
133.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
133.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
133.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
132.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
132.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
132.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
132.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
132.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
131.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
131.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
131.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
131.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
131.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
131.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
131.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
131.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
130.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
130.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
130.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
129.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
129.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
129.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
129.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
128.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
128.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
128.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
128.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
128.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
127.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
126.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
126.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
126.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
125.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
125.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
125.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
125.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
124.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
124.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
124.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
123.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
123.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
123.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
122.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
122.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
122.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
122.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
121.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
121.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
121.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
120.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
120.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
119.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
118.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
118.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
118.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
118.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
118.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
117.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
117.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
117.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
117.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
117.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
116.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
116.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
116.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
116.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
116.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
116.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
116.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
116.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
115.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
115.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
114.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
114.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
113.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
113.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
113.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
113.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
113.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
112.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
112.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
111.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
110.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
110.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
110.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
110.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
109.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
109.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
109.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
109.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
109.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
109.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
108.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
108.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
107.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
107.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
107.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
107.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
107.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
107.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
107.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
106.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
106.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
106.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
105.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
105.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
105.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
104.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
104.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
103.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
103.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
103.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
103.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
103.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
102.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
102.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
101.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
101.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
101.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
101.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
100.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
100.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
100.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
99.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
99.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
98.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
98.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
98.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
97.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
97.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
97.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
97.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
96.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
96.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
96.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
95.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
94.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
94.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
93.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
93.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
93.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
93.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
93.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
92.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
92.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
91.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
90.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
89.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
89.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
89.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
88.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
86.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
86.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
85.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
85.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
84.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
83.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
83.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
82.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
82.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
82.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
80.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
80.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
80.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
80.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
76.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
76.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
76.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
75.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
72.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
72.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
71.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
71.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
69.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
66.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
65.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
59.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
55.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
46.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
36.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
35.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
CUTA is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
144.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
332.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
249.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
217.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
215.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
211.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
208.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
208.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
200.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
194.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
193.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
193.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
192.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
190.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
177.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
176.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
175.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
174.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
174.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
172.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
172.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
171.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
168.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
168.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
167.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
166.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
166.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
165.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
164.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
163.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
162.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
161.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
161.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
159.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
158.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
155.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
154.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
152.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
150.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
148.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
148.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
147.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
147.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
145.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
145.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
144.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
144.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
143.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
143.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
143.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
142.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
141.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
140.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
137.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
137.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
136.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
134.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
134.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
133.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
133.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
132.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
131.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
128.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
128.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
127.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
127.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
126.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
125.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
125.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
125.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
121.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
120.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
120.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
120.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
120.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
119.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
119.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
118.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
118.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
117.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
117.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
114.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
114.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
111.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
110.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
108.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
108.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
107.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
107.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
101.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
99.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
98.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
97.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
96.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
95.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
95.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
94.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
92.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
73.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
CUTA 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
193.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
501.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
481.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
477.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
452.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
451.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
382.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
378.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
359.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
351.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
348.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
339.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
339.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
333.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
319.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
318.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
313.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
310.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
310.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
309.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
308.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
307.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
303.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
303.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
302.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
301.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
300.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
299.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
298.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
297.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
291.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
289.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
288.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
286.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
283.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
282.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
279.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
277.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
275.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
275.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
272.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
270.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
270.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
270.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
268.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
264.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
260.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
260.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
259.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
259.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
258.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
257.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
255.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
255.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
254.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
253.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
253.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
252.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
252.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
250.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
250.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
249.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
248.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
248.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
247.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
245.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
244.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
244.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
244.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
239.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
239.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
239.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
237.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
236.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
236.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
235.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
235.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
234.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
233.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
232.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
230.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
230.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
230.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
229.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
229.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
228.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
226.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
226.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
226.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
224.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
223.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
223.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
222.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
221.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
221.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
220.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
219.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
219.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
218.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
217.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
217.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
215.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
214.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
213.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
213.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
213.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
212.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
212.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
212.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
212.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
211.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
210.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
208.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
206.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
206.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
205.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
204.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
204.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
204.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
203.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
201.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
200.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
199.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
199.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
198.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
198.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
198.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
197.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
196.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
196.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
195.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
195.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
194.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
194.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
194.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
193.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
192.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
192.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
191.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
190.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
189.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
189.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
188.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
188.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
187.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
187.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
186.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
186.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
184.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
184.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
183.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
182.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
182.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
182.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
182.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
182.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
181.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
181.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
181.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
181.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
180.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
178.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
178.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
177.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
177.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
176.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
176.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
175.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
174.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
174.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
173.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
173.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
172.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
171.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
171.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
170.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
170.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
170.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
169.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
169.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
168.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
167.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
166.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
165.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
165.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
164.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
163.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
163.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
162.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
162.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
161.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
161.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
161.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
160.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
160.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
159.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
159.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
158.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
158.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
158.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
157.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
155.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
155.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
155.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
153.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
153.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
152.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
152.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
151.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
151.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
150.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
150.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
148.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
148.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
148.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
147.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
146.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
145.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
143.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
142.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
142.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
139.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
138.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
137.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
137.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
137.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
136.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
134.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
134.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
133.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
133.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
131.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
130.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
127.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
121.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
120.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
116.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
113.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
111.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
108.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
107.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
107.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
105.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
105.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
104.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
103.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
103.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
103.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
102.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
99.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
97.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
95.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
94.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
93.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
92.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
88.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
87.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
87.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
86.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
84.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
83.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
83.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
76.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
76.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
71.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
71.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
70.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
68.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
68.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
58.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
56.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
54.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
53.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
48.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
34.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
32.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
31.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
20.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
19.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
4.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
0.9
CPT0065930003
Tumor
0.6
CPT0019990003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0002270011
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0077310003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0071150004
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0077500001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0085670003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0025110003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0025580004
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0009020003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0007470001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0014350001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0075720003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0012770003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0014130001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0077320001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0011410003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0084560003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0084590001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0001340003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0088630003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0088710001
Normal
-0.3
CPT0012180003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0078670001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0081990003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0078660003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0001180009
Tumor
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
