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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.
UQCRC1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
300.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
758.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
696.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
578.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
480.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
466.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
442.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
440.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
434.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
428.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
414.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
412.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
411.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
410.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
396.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
371.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
370.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
370.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
362.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
358.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
358.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
349.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
339.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
338.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
333.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
330.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
327.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
321.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
315.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
314.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
308.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
304.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
283.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
282.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
280.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
271.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
270.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
261.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
256.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
254.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
252.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
242.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
232.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
230.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
230.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
229.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
228.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
225.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
218.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
204.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
195.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
194.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
192.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
190.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
181.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
180.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
178.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
176.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
160.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
128.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
122.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
119.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
77.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
71.0
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.
UQCRC1 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
84.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
426.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
376.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
365.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
351.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
334.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
324.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
312.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
306.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
299.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
276.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
243.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
236.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
232.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
226.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
219.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
214.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
213.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
212.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
206.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
203.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
196.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
193.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
189.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
187.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
184.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
182.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
173.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
171.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
167.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
156.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
152.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
151.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
149.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
142.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
135.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
135.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
134.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
132.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
131.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
131.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
130.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
129.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
129.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
127.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
126.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
126.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
126.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
126.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
126.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
125.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
124.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
123.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
123.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
123.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
120.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
119.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
118.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
117.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
116.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
115.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
115.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
115.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
115.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
114.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
112.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
111.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
111.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
108.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
108.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
107.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
107.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
107.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
107.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
106.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
105.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
104.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
104.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
103.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
103.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
102.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
102.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
102.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
102.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
102.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
101.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
101.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
101.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
101.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
100.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
100.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
100.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
99.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
98.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
98.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
97.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
96.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
95.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
95.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
95.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
95.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
94.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
94.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
94.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
94.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
94.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
94.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
93.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
93.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
93.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
93.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
93.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
93.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
93.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
92.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
92.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
91.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
91.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
91.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
91.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
90.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
90.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
90.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
90.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
90.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
89.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
89.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
89.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
89.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
89.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
89.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
89.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
88.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
88.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
88.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
88.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
88.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
88.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
88.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
88.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
88.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
88.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
87.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
87.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
87.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
87.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
87.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
87.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
86.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
86.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
86.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
86.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
86.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
86.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
86.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
86.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
86.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
85.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
85.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
85.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
85.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
85.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
85.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
85.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
85.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
85.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
84.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
84.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
84.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
84.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
84.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
84.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
84.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
84.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
84.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
84.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
84.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
84.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
84.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
83.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
83.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
83.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
83.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
83.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
82.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
82.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
82.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
82.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
82.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
82.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
81.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
81.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
81.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
81.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
81.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
81.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
81.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
81.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
81.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
81.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
81.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
81.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
81.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
81.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
81.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
80.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
80.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
80.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
80.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
80.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
79.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
79.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
79.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
79.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
79.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
79.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
78.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
78.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
78.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
78.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
78.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
78.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
78.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
78.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
78.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
78.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
78.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
78.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
78.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
77.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
77.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
77.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
77.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
77.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
77.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
77.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
76.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
76.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
76.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
76.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
76.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
76.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
76.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
76.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
76.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
76.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
76.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
76.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
76.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
76.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
75.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
75.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
75.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
75.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
74.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
74.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
74.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
74.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
74.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
74.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
74.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
74.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
74.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
74.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
74.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
74.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
73.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
73.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
73.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
73.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
73.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
72.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
72.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
72.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
72.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
72.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
72.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
72.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
72.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
72.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
72.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
72.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
72.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
72.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
72.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
72.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
71.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
71.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
71.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
71.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
71.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
71.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
71.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
71.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
71.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
71.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
71.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
71.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
71.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
71.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
71.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
71.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
71.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
71.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
70.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
70.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
70.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
70.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
70.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
70.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
70.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
70.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
69.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
69.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
69.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
69.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
69.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
69.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
69.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
69.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
69.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
68.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
68.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
68.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
68.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
68.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
68.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
68.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
68.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
68.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
68.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
67.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
67.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
67.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
67.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
67.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
67.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
67.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
67.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
67.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
67.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
67.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
67.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
67.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
67.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
67.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
66.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
66.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
66.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
66.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
66.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
66.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
66.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
66.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
66.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
66.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
66.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
66.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
66.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
65.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
65.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
65.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
65.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
65.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
65.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
65.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
65.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
65.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
64.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
64.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
64.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
64.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
64.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
64.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
64.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
64.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
64.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
64.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
64.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
64.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
64.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
63.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
63.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
63.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
63.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
63.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
63.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
63.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
63.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
63.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
63.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
62.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
62.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
62.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
62.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
62.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
62.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
61.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
61.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
61.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
61.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
61.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
60.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
60.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
60.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
60.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
60.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
60.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
60.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
60.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
60.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
60.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
60.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
59.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
59.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
59.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
59.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
58.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
58.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
58.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
58.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
58.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
58.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
58.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
58.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
58.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
58.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
58.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
57.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
57.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
57.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
57.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
57.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
56.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
56.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
56.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
56.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
56.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
56.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
55.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
55.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
55.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
55.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
55.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
55.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
55.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
54.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
54.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
54.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
53.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
53.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
52.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
52.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
51.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
51.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
51.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
51.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
50.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
50.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
50.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
50.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
50.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
50.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
50.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
50.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
49.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
49.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
49.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
49.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
49.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
49.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
49.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
48.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
48.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
48.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
47.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
47.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
46.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
46.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
45.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
44.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
44.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
44.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
44.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
43.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
43.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
43.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
43.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
42.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
42.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
41.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
41.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
40.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
39.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
39.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
39.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
39.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
39.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
38.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
36.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
36.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
36.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
34.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
33.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
33.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
33.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
33.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
32.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
27.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
27.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
UQCRC1 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
69.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
201.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
150.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
138.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
127.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
116.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
111.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
108.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
104.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
101.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
101.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
100.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
97.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
93.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
92.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
88.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
88.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
88.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
85.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
85.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
82.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
80.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
79.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
79.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
78.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
76.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
76.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
76.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
75.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
75.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
75.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
73.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
73.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
73.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
72.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
72.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
71.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
69.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
69.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
69.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
68.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
67.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
67.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
67.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
67.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
67.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
66.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
66.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
65.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
65.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
64.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
64.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
63.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
63.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
62.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
61.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
61.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
60.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
60.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
60.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
59.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
59.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
58.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
58.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
58.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
58.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
57.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
57.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
57.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
55.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
55.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
55.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
55.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
55.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
54.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
53.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
53.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
53.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
51.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
50.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
49.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
49.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
48.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
47.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
47.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
42.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
42.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
39.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
39.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
37.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
36.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
36.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 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.
UQCRC1 is potential prognostic, high expression is favorable 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
192.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
504.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
464.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
460.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
445.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
437.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
430.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
412.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
411.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
410.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
406.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
390.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
389.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
387.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
384.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
377.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
364.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
355.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
350.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
350.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
346.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
344.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
336.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
332.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
329.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
328.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
327.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
323.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
322.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
322.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
320.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
319.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
313.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
310.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
309.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
306.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
305.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
304.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
302.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
298.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
298.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
298.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
298.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
297.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
295.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
293.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
289.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
289.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
286.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
285.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
282.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
282.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
281.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
278.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
275.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
274.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
272.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
272.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
271.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
266.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
264.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
262.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
258.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
256.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
256.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
256.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
253.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
252.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
247.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
247.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
246.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
246.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
245.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
245.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
243.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
242.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
241.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
241.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
240.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
240.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
237.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
234.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
233.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
231.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
231.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
231.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
231.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
230.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
229.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
225.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
225.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
225.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
223.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
220.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
220.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
218.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
218.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
217.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
216.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
215.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
215.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
213.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
211.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
211.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
210.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
210.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
208.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
207.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
205.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
204.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
204.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
204.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
203.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
203.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
203.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
202.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
202.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
202.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
202.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
201.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
199.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
199.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
199.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
198.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
197.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
197.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
196.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
195.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
194.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
194.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
192.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
192.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
192.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
191.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
191.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
190.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
190.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
187.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
186.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
184.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
183.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
183.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
183.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
183.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
180.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
178.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
176.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
175.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
172.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
172.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
172.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
172.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
171.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
171.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
170.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
169.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
167.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
167.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
167.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
166.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
166.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
165.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
164.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
164.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
164.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
164.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
163.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
163.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
162.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
162.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
161.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
160.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
160.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
159.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
159.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
159.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
158.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
157.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
157.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
156.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
154.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
154.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
154.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
153.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
151.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
151.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
150.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
149.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
149.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
148.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
147.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
147.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
143.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
142.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
142.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
141.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
140.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
139.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
137.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
137.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
136.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
136.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
135.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
134.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
134.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
131.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
130.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
129.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
129.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
129.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
128.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
128.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
127.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
127.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
126.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
125.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
124.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
122.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
121.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
119.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
118.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
118.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
117.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
117.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
117.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
115.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
113.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
111.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
110.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
110.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
109.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
108.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
107.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
106.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
105.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
100.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
100.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
100.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
99.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
98.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
98.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
96.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
96.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
95.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
94.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
94.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
93.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
93.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
93.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
92.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
89.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
89.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
86.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
85.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
84.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
81.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
74.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
74.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
72.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
71.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
69.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
69.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
67.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
66.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
63.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
62.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
60.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
55.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
47.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
46.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
45.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
44.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
41.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
40.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
27.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
25.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.3
CPT0006950001
Normal
0.8
CPT0088780001
Normal
0.8
CPT0065450001
Normal
0.8
CPT0092310003
Normal
0.8
CPT0012770003
Normal
0.8
CPT0000790001
Normal
0.8
CPT0089480003
Normal
0.7
CPT0077140001
Normal
0.7
CPT0081620001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0078670001
Normal
0.7
CPT0088920001
Normal
0.7
CPT0088640003
Normal
0.7
CPT0012570003
Normal
0.7
CPT0077500001
Normal
0.6
CPT0078530001
Normal
0.6
CPT0025610001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0066430001
Normal
0.6
CPT0001500009
Tumor
0.6
CPT0092800003
Normal
0.6
CPT0012090003
Normal
0.6
CPT0007470001
Normal
0.6
CPT0092740003
Normal
0.6
CPT0088500001
Normal
0.6
CPT0088710001
Normal
0.6
CPT0010170001
Normal
0.6
CPT0001550001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0078660003
Tumor
0.6
CPT0023710001
Normal
0.5
CPT0078800003
Tumor
0.5
CPT0076350001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0024680001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0025920001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0079180003
Tumor
0.5
CPT0082010001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0013790003
Normal
0.5
CPT0064400001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0019160001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0000890001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0001230001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0012640003
Normal
0.3
CPT0086970003
Normal
0.3
CPT0001510001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0065820001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0009020003
Normal
0.1
CPT0018250001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0078510003
Tumor
-0.1
CPT0015730003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0019990003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0092290003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0087040003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0025170003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0076330003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0065810003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0012670003
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0064370003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0014160003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0015910003
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0012550003
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0092790003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0006440003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0088550004
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0025050003
Tumor
-0.7
CPT0065430003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0092160003
Tumor
-0.7
CPT0017850003
Tumor
-0.8
CPT0075720003
Tumor
-0.8
CPT0079480003
Tumor
-0.8
CPT0088480003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0010160003
Tumor
-0.8
CPT0065750003
Tumor
-0.8
CPT0023350003
Tumor
-0.8
CPT0006900003
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0010110003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0014450004
Tumor
-0.8
CPT0012080003
Tumor
-0.9
CPT0025580004
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0081990003
Tumor
-0.9
CPT0075130003
Tumor
-0.9
CPT0088690003
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0000780007
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0077490003
Tumor
-0.9
CPT0015810003
Tumor
-0.9
CPT0012900004
Tumor
-0.9
CPT0078830003
Tumor
-1.0
CPT0086820003
Tumor
-1.0
CPT0065870003
Tumor
-1.0
CPT0000640003
Tumor
-1.0
CPT0009060003
Tumor
-1.0
CPT0079410003
Tumor
-1.0
CPT0069000003
Tumor
-1.0
CPT0012180003
Tumor
-1.0
CPT0019130003
Tumor
-1.1
CPT0088900003
Tumor
-1.1
CPT0026410003
Tumor
-1.1
CPT0024670003
Tumor
-1.2
CPT0025350003
Tumor
-1.2
CPT0065690003
Tumor
-1.2
CPT0001260009
Tumor
-1.2
CPT0081600003
Tumor
-1.2
CPT0086950003
Tumor
-1.2
CPT0088630003
Tumor
-1.2
CPT0025290003
Tumor
-1.2
CPT0012370003
Tumor
-1.2
CPT0065930003
Tumor
-1.3
CPT0001180009
Tumor
-1.3
CPT0009000003
Tumor
-1.4
CPT0079380003
Tumor
-1.4
CPT0025110003
Tumor
-1.5
CPT0001340003
Tumor
-1.5
CPT0081880003
Tumor
-1.6
CPT0085670003
Tumor
-1.6
CPT0025230003
Tumor
-1.7
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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
