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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.
CLTC is potential prognostic, high expression is unfavorable 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
76.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
230.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
211.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
199.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
196.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
166.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
137.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
128.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
128.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
126.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
120.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
120.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
120.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
111.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
100.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
99.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
99.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
98.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
97.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
97.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
93.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
93.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
92.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
90.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
81.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
80.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
77.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
76.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
76.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
75.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
71.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
70.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
64.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
62.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
61.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
59.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
58.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
53.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
53.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
51.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
51.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
49.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
49.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
47.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
44.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
43.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
43.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
41.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
40.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
36.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
36.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
35.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
33.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
32.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
32.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
28.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
27.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
26.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
26.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
CLTC 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
123.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
413.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
368.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
354.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
278.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
254.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
249.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
249.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
242.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
231.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
228.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
223.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
222.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
222.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
221.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
220.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
218.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
218.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
217.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
217.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
216.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
215.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
214.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
214.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
213.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
213.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
211.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
211.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
210.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
208.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
208.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
207.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
206.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
206.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
204.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
203.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
203.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
202.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
202.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
201.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
200.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
199.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
198.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
198.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
198.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
195.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
193.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
193.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
193.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
193.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
192.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
192.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
192.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
192.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
191.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
190.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
190.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
189.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
188.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
188.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
187.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
187.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
186.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
186.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
185.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
185.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
185.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
184.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
184.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
184.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
184.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
184.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
183.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
182.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
181.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
180.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
180.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
179.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
178.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
178.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
178.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
178.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
177.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
177.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
177.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
176.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
175.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
175.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
175.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
175.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
175.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
173.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
173.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
172.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
172.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
171.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
171.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
171.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
170.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
170.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
170.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
170.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
169.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
168.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
168.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
168.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
168.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
168.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
167.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
167.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
167.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
167.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
166.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
166.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
166.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
166.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
166.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
166.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
166.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
165.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
165.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
165.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
164.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
164.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
164.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
163.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
163.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
163.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
163.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
163.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
162.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
162.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
161.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
161.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
161.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
160.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
160.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
159.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
159.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
159.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
158.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
158.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
157.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
157.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
157.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
157.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
157.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
156.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
156.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
156.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
156.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
156.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
156.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
155.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
155.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
154.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
154.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
153.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
153.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
153.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
152.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
151.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
151.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
151.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
150.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
150.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
150.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
149.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
149.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
149.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
149.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
148.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
148.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
148.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
148.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
148.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
147.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
147.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
147.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
147.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
147.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
147.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
146.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
145.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
145.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
145.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
145.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
144.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
144.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
144.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
144.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
144.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
143.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
143.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
143.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
143.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
143.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
142.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
142.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
142.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
142.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
140.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
140.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
140.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
140.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
140.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
140.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
140.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
140.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
140.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
139.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
139.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
138.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
138.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
138.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
138.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
138.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
137.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
137.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
137.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
137.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
137.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
137.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
136.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
136.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
136.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
136.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
135.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
135.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
135.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
135.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
134.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
134.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
134.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
134.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
133.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
133.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
133.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
133.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
133.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
132.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
132.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
132.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
131.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
131.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
131.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
131.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
131.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
131.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
131.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
130.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
130.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
129.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
129.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
128.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
128.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
128.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
127.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
127.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
126.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
126.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
126.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
126.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
126.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
125.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
125.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
125.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
125.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
124.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
124.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
124.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
124.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
124.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
123.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
123.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
122.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
122.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
122.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
121.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
121.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
120.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
120.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
119.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
119.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
118.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
118.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
118.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
117.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
117.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
116.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
116.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
116.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
116.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
115.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
115.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
115.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
115.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
115.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
113.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
113.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
113.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
112.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
112.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
112.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
112.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
112.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
112.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
112.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
111.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
111.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
111.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
110.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
110.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
109.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
109.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
109.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
109.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
109.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
108.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
107.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
107.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
107.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
107.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
107.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
107.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
107.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
106.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
106.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
104.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
104.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
104.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
104.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
103.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
103.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
102.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
102.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
102.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
102.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
101.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
101.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
100.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
100.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
100.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
100.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
100.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
100.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
99.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
99.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
99.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
99.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
99.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
98.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
98.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
97.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
97.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
96.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
96.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
96.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
95.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
95.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
95.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
94.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
94.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
94.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
93.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
92.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
92.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
92.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
92.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
92.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
92.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
91.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
91.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
91.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
90.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
90.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
90.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
89.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
89.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
89.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
88.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
88.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
87.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
87.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
87.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
86.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
86.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
86.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
85.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
85.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
85.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
85.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
84.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
84.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
84.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
84.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
83.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
83.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
83.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
82.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
82.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
82.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
82.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
81.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
81.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
80.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
79.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
78.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
78.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
78.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
78.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
77.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
77.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
77.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
77.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
77.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
76.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
76.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
75.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
75.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
72.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
70.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
70.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
70.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
69.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
69.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
69.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
69.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
68.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
66.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
66.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
64.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
63.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
63.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
62.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
61.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
61.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
61.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
61.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
60.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
60.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
58.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
57.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
57.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
56.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
55.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
54.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
54.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
53.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
52.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
52.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
52.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
50.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
50.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
50.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
49.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
49.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
49.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
49.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
48.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
48.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
47.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
47.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
47.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
46.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
46.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
45.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
45.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
45.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
45.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
44.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
44.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
44.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
43.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
43.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
42.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
41.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
40.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
39.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
38.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
37.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
36.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
35.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
34.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
33.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
32.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
32.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
31.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
31.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
31.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
31.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
30.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
30.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
28.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
27.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
26.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
26.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
23.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
22.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
22.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
20.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
19.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
19.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
19.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
13.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CLTC 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
119.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
255.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
251.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
199.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
196.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
191.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
182.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
177.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
174.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
171.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
171.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
167.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
163.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
161.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
154.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
154.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
152.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
151.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
150.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
149.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
148.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
147.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
144.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
143.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
139.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
139.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
138.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
138.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
138.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
137.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
137.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
136.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
136.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
135.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
135.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
134.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
133.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
133.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
132.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
131.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
131.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
130.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
130.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
129.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
127.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
126.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
126.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
126.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
126.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
125.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
124.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
122.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
117.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
117.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
115.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
113.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
112.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
111.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
110.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
109.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
106.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
106.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
104.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
103.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
103.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
102.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
102.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
98.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
98.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
97.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
96.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
96.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
96.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
95.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
95.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
93.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
93.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
91.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
91.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
90.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
90.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
86.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
85.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
85.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
79.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
77.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
75.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
73.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
72.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
71.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
70.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
69.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
66.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
63.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
60.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
60.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
58.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
56.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
40.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CLTC 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
134.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
507.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
389.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
359.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
339.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
319.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
317.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
313.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
311.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
302.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
287.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
285.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
272.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
272.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
260.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
257.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
256.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
254.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
253.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
252.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
250.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
249.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
248.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
245.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
245.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
244.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
242.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
240.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
239.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
237.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
236.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
234.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
232.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
231.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
226.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
226.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
226.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
225.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
224.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
222.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
219.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
217.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
214.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
213.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
212.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
211.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
210.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
208.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
208.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
204.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
204.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
203.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
202.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
202.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
201.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
201.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
199.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
198.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
197.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
196.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
196.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
195.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
194.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
193.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
191.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
191.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
191.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
190.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
188.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
188.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
187.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
186.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
185.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
183.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
183.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
182.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
181.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
181.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
181.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
180.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
176.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
174.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
174.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
173.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
172.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
171.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
171.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
171.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
169.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
168.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
167.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
164.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
164.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
162.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
162.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
161.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
161.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
161.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
160.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
159.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
159.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
159.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
158.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
157.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
156.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
156.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
156.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
155.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
153.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
153.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
153.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
151.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
150.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
150.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
148.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
148.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
147.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
146.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
146.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
145.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
145.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
143.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
142.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
141.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
141.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
141.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
141.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
139.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
138.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
137.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
136.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
136.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
135.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
135.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
134.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
134.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
134.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
134.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
134.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
133.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
133.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
133.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
132.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
132.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
132.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
131.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
130.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
130.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
129.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
129.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
128.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
127.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
126.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
125.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
124.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
123.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
121.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
121.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
121.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
121.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
121.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
119.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
118.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
116.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
115.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
112.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
112.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
112.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
110.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
110.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
108.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
108.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
107.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
106.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
105.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
103.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
103.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
103.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
102.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
101.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
101.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
100.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
98.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
97.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
97.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
97.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
95.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
95.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
95.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
95.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
94.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
92.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
91.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
91.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
90.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
89.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
89.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
88.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
87.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
86.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
84.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
83.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
83.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
82.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
82.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
81.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
80.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
80.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
79.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
79.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
77.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
76.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
76.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
75.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
75.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
75.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
74.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
74.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
71.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
70.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
69.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
69.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
67.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
63.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
63.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
62.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
62.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
61.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
61.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
60.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
59.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
59.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
56.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
56.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
55.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
54.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
54.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
53.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
51.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
50.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
47.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
46.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
46.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
45.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
43.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
42.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
41.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
39.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
37.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
36.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
36.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
31.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
30.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
30.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
29.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
26.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
25.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
24.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
23.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
23.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
22.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
18.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
12.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076350001
Normal
0.4
CPT0077500001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0001350001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0000790001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0063640001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0013790003
Normal
0.2
CPT0078840001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0009080003
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0088710001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0006530001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0001340003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0018250001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0075170001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0000890001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0065820001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0012900004
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0012370003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0063320003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0017410003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0001260009
Tumor
-0.3
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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
