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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.
UBA1 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
177.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
501.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
339.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
332.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
310.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
308.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
296.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
276.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
268.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
249.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
237.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
234.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
233.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
233.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
233.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
218.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
216.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
214.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
207.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
203.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
202.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
200.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
199.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
198.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
192.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
191.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
182.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
180.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
177.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
175.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
170.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
170.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
163.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
159.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
158.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
157.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
150.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
148.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
148.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
147.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
142.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
138.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
135.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
134.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
126.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
125.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
123.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
118.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
118.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
115.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
114.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
114.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
113.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
113.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
110.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
109.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
107.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
106.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
105.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
105.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
100.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
92.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
90.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 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.
UBA1 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
100.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
774.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
466.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
420.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
400.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
357.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
295.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
287.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
199.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
174.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
171.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
170.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
164.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
163.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
163.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
163.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
162.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
162.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
159.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
158.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
158.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
157.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
154.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
154.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
154.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
153.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
153.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
152.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
152.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
152.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
152.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
151.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
150.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
149.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
149.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
148.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
148.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
147.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
146.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
146.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
145.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
144.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
144.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
144.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
143.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
142.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
141.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
141.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
141.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
140.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
140.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
138.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
137.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
137.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
136.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
135.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
135.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
134.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
134.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
134.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
133.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
133.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
133.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
132.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
132.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
132.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
132.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
132.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
132.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
131.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
131.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
131.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
130.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
130.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
130.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
130.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
129.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
129.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
128.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
128.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
128.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
128.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
127.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
127.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
127.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
127.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
126.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
126.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
126.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
125.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
125.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
125.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
124.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
124.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
123.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
123.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
122.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
122.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
122.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
122.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
121.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
121.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
120.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
120.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
120.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
120.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
120.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
119.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
119.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
118.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
118.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
118.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
118.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
117.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
117.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
117.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
117.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
116.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
116.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
116.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
116.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
116.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
116.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
115.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
114.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
114.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
114.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
114.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
114.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
114.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
114.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
114.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
114.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
113.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
113.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
113.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
112.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
112.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
112.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
111.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
111.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
111.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
111.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
110.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
110.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
110.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
110.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
110.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
109.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
109.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
109.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
109.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
109.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
109.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
108.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
108.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
108.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
108.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
108.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
108.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
107.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
107.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
107.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
107.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
107.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
107.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
107.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
107.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
106.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
106.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
106.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
106.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
106.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
105.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
105.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
105.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
105.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
105.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
105.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
105.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
105.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
105.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
105.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
105.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
104.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
104.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
104.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
104.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
104.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
104.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
104.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
104.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
104.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
104.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
103.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
103.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
103.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
103.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
103.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
102.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
102.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
102.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
102.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
102.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
102.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
102.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
101.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
101.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
101.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
101.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
101.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
101.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
100.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
100.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
100.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
100.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
100.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
100.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
100.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
99.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
99.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
99.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
99.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
99.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
99.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
99.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
99.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
99.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
99.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
99.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
99.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
99.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
99.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
98.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
98.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
98.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
98.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
98.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
98.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
98.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
97.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
97.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
97.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
97.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
97.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
97.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
96.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
96.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
96.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
96.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
95.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
95.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
95.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
95.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
95.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
95.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
95.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
95.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
94.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
94.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
94.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
94.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
94.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
94.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
94.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
93.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
93.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
93.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
93.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
93.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
93.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
93.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
92.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
92.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
92.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
92.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
92.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
92.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
92.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
92.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
92.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
92.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
92.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
92.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
91.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
91.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
91.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
91.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
91.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
91.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
91.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
91.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
91.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
90.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
90.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
90.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
90.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
90.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
90.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
90.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
89.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
89.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
89.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
89.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
89.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
89.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
89.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
89.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
88.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
88.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
88.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
88.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
88.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
88.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
88.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
88.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
88.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
88.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
87.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
87.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
87.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
87.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
87.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
86.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
86.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
86.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
86.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
86.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
86.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
86.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
85.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
85.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
85.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
85.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
85.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
85.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
85.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
85.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
85.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
85.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
84.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
84.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
84.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
84.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
84.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
84.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
84.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
84.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
83.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
83.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
83.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
83.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
83.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
83.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
83.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
83.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
83.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
82.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
82.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
82.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
82.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
82.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
82.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
81.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
81.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
81.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
81.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
81.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
81.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
81.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
81.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
81.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
81.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
81.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
80.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
80.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
80.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
80.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
80.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
80.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
79.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
79.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
79.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
79.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
79.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
79.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
79.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
79.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
78.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
78.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
78.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
78.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
77.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
77.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
77.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
77.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
77.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
77.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
77.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
76.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
76.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
76.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
76.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
76.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
76.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
76.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
75.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
75.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
75.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
75.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
75.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
75.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
74.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
74.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
73.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
73.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
73.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
73.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
72.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
72.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
72.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
72.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
72.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
72.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
71.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
71.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
71.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
71.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
71.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
71.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
70.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
70.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
69.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
69.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
69.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
68.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
68.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
68.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
67.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
67.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
67.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
67.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
67.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
67.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
67.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
67.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
67.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
66.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
66.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
66.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
66.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
65.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
65.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
65.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
65.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
65.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
65.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
65.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
64.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
64.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
64.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
63.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
63.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
63.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
62.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
62.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
62.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
62.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
62.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
62.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
61.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
61.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
60.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
60.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
60.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
60.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
60.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
60.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
59.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
59.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
59.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
59.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
59.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
59.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
58.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
58.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
57.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
57.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
56.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
56.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
54.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
54.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
52.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
51.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
51.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
50.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
50.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
50.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
50.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
50.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
49.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
49.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
48.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
48.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
47.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
46.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
44.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
43.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
43.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
43.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
41.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
36.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
36.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
35.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
34.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
32.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
25.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
21.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBA1 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
83.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
137.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
135.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
134.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
131.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
131.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
129.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
129.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
128.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
119.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
115.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
114.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
114.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
112.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
112.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
110.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
105.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
104.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
97.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
95.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
94.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
94.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
94.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
93.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
93.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
92.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
91.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
90.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
90.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
90.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
89.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
89.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
88.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
88.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
86.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
86.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
86.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
85.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
85.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
85.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
85.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
84.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
84.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
83.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
82.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
82.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
82.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
79.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
79.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
79.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
78.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
78.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
78.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
78.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
77.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
77.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
76.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
76.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
75.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
75.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
75.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
75.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
73.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
73.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
73.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
73.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
72.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
72.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
72.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
71.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
71.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
70.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
70.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
69.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
69.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
69.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
69.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
68.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
68.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
67.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
67.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
65.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
65.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
64.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
64.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
63.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
63.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
62.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
62.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
62.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
61.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
61.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
58.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
57.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
56.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
52.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
51.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
50.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
50.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
UBA1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
125.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
580.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
420.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
378.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
327.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
289.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
276.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
271.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
268.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
265.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
258.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
254.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
252.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
247.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
247.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
223.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
219.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
218.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
214.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
213.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
212.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
211.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
202.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
202.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
199.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
198.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
196.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
191.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
191.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
187.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
186.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
183.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
183.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
182.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
181.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
179.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
178.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
176.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
174.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
170.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
170.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
168.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
167.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
167.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
166.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
165.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
164.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
164.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
162.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
161.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
160.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
160.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
159.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
158.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
158.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
157.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
154.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
154.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
153.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
153.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
150.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
148.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
148.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
147.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
146.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
145.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
145.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
145.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
144.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
144.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
143.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
143.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
141.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
140.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
140.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
139.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
139.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
138.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
138.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
137.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
137.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
137.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
135.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
135.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
135.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
134.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
134.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
134.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
133.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
133.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
133.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
132.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
132.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
132.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
132.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
132.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
131.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
131.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
130.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
129.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
129.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
129.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
129.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
128.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
128.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
128.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
127.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
127.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
126.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
123.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
123.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
123.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
123.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
123.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
123.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
122.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
122.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
122.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
122.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
122.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
121.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
121.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
121.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
119.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
119.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
119.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
118.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
116.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
116.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
116.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
116.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
115.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
115.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
115.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
115.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
115.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
115.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
113.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
112.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
112.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
112.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
112.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
112.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
112.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
111.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
111.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
110.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
110.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
110.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
109.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
109.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
109.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
108.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
108.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
108.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
108.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
108.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
107.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
107.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
107.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
106.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
106.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
105.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
105.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
105.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
104.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
104.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
103.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
103.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
103.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
103.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
102.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
102.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
101.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
101.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
100.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
99.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
99.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
99.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
99.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
99.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
99.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
99.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
98.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
97.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
97.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
97.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
97.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
96.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
96.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
96.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
95.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
95.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
94.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
94.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
94.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
93.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
93.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
93.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
93.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
93.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
93.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
92.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
92.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
91.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
91.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
91.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
91.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
90.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
90.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
90.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
89.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
89.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
88.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
88.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
88.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
87.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
87.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
85.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
85.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
84.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
83.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
83.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
82.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
82.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
82.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
82.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
82.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
82.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
81.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
81.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
80.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
80.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
80.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
79.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
78.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
78.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
78.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
77.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
77.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
77.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
77.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
77.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
77.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
76.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
76.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
76.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
74.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
73.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
73.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
73.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
73.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
73.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
71.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
71.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
70.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
70.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
69.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
69.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
69.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
68.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
68.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
68.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
68.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
68.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
67.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
67.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
66.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
65.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
64.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
63.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
62.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
62.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
61.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
61.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
60.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
58.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
57.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
55.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
54.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
52.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
50.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
50.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.0
CPT0088970003
Tumor
0.6
CPT0078660003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0012550003
Tumor
0.3
CPT0012280003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0069160003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0076330003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0078670001
Normal
0.2
CPT0025170003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0066430001
Normal
0.2
CPT0025610001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0065450001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0018250001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0079510001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0077140001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0066480003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0086830003
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0086870003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0009060003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
