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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.
XBP1 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
81.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
246.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
219.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
184.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
171.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
167.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
162.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
154.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
146.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
141.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
136.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
136.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
122.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
117.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
113.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
107.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
101.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
101.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
98.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
98.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
91.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
91.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
90.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
90.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
85.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
78.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
78.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
78.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
77.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
77.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
70.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
69.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
68.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
67.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
63.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
60.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
60.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
60.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
59.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
59.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
57.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
56.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
55.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
54.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
54.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
52.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
52.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
48.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
47.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
46.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
46.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
45.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
43.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
41.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
41.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
41.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
34.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
33.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
32.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
31.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
26.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
25.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
18.0
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.
XBP1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
109.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
456.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
453.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
358.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
319.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
302.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
293.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
280.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
278.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
273.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
261.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
260.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
253.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
252.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
248.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
239.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
238.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
237.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
235.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
235.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
217.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
214.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
213.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
211.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
209.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
206.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
203.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
200.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
197.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
195.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
195.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
193.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
192.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
191.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
190.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
187.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
187.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
187.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
186.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
184.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
183.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
180.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
178.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
178.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
178.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
176.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
175.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
175.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
174.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
173.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
173.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
172.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
172.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
171.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
170.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
169.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
169.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
169.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
169.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
169.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
168.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
168.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
168.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
167.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
167.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
167.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
166.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
165.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
163.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
162.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
162.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
161.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
161.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
160.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
160.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
160.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
160.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
159.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
159.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
158.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
158.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
158.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
157.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
156.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
154.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
154.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
153.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
153.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
153.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
151.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
151.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
150.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
150.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
150.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
149.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
149.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
148.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
148.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
148.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
148.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
148.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
147.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
147.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
147.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
147.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
146.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
146.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
145.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
144.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
144.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
144.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
143.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
143.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
142.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
142.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
142.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
142.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
141.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
141.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
140.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
140.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
140.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
140.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
140.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
139.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
139.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
139.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
139.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
139.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
138.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
138.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
138.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
138.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
138.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
138.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
137.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
137.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
137.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
136.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
136.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
135.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
135.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
135.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
135.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
135.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
133.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
133.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
133.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
132.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
132.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
132.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
131.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
131.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
131.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
130.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
130.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
130.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
129.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
128.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
128.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
128.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
127.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
127.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
126.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
125.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
125.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
125.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
125.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
125.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
124.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
123.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
123.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
123.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
122.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
122.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
121.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
121.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
120.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
120.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
120.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
120.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
120.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
120.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
120.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
120.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
120.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
119.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
119.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
119.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
119.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
119.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
119.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
118.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
118.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
117.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
117.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
117.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
117.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
117.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
117.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
117.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
116.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
116.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
116.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
116.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
116.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
115.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
115.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
115.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
115.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
115.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
115.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
115.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
114.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
114.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
114.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
114.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
114.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
113.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
113.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
113.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
113.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
113.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
113.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
113.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
113.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
112.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
111.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
111.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
111.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
111.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
110.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
110.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
110.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
110.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
109.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
109.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
108.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
108.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
107.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
107.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
106.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
106.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
105.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
105.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
105.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
105.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
105.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
105.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
104.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
104.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
104.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
104.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
104.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
104.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
104.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
103.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
103.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
103.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
103.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
103.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
103.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
102.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
102.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
101.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
101.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
101.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
101.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
101.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
100.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
100.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
99.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
99.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
99.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
99.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
99.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
99.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
98.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
98.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
98.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
98.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
98.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
97.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
97.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
97.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
97.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
97.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
95.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
95.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
95.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
95.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
94.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
94.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
94.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
93.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
93.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
93.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
92.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
92.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
92.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
92.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
92.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
91.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
91.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
91.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
91.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
91.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
90.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
90.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
90.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
89.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
89.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
89.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
89.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
89.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
89.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
89.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
89.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
88.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
88.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
88.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
88.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
88.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
88.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
87.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
87.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
87.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
87.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
86.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
86.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
86.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
86.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
86.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
86.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
86.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
86.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
86.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
84.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
84.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
84.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
84.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
83.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
83.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
83.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
83.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
83.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
83.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
82.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
82.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
82.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
82.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
82.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
82.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
82.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
82.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
82.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
81.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
81.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
81.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
80.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
80.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
80.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
80.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
80.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
79.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
79.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
79.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
79.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
79.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
78.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
78.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
77.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
77.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
77.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
77.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
77.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
76.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
76.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
76.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
76.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
76.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
75.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
75.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
75.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
75.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
74.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
74.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
74.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
73.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
73.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
73.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
72.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
71.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
71.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
71.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
71.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
71.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
70.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
69.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
69.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
69.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
69.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
69.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
69.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
68.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
68.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
68.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
67.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
66.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
66.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
66.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
66.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
66.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
65.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
65.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
65.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
65.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
65.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
64.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
63.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
63.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
63.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
63.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
62.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
62.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
62.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
61.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
61.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
61.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
61.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
61.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
61.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
61.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
60.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
59.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
59.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
59.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
59.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
59.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
58.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
57.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
57.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
56.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
55.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
55.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
55.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
54.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
54.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
54.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
54.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
53.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
53.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
53.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
52.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
51.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
51.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
51.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
51.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
51.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
51.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
51.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
51.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
50.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
50.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
50.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
50.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
49.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
49.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
49.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
49.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
49.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
48.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
47.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
47.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
47.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
47.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
46.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
46.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
45.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
44.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
44.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
43.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
43.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
42.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
41.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
40.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
40.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
40.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
38.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
38.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
37.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
37.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
36.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
36.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
35.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
35.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
34.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
34.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
33.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
32.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
32.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
31.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
31.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
30.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
30.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
29.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
28.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
28.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
25.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
25.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
25.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
18.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
XBP1 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
101.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
315.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
231.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
204.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
195.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
180.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
172.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
168.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
168.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
159.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
152.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
146.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
145.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
144.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
144.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
141.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
141.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
141.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
138.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
137.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
135.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
134.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
134.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
133.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
128.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
127.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
127.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
126.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
125.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
122.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
120.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
119.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
118.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
116.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
116.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
115.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
115.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
111.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
105.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
104.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
103.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
103.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
103.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
102.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
101.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
98.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
98.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
97.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
97.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
94.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
93.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
90.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
90.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
89.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
88.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
88.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
87.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
84.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
84.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
83.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
82.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
81.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
81.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
81.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
81.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
80.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
80.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
79.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
77.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
76.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
76.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
75.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
70.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
70.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
69.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
67.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
63.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
62.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
61.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
61.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
61.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
58.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
58.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
57.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
56.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
56.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
55.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
54.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
53.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
53.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
52.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
50.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
49.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
47.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
47.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
46.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
45.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
XBP1 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
55.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
340.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
294.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
260.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
171.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
169.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
167.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
158.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
155.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
149.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
147.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
139.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
128.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
127.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
125.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
122.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
120.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
117.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
117.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
116.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
116.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
112.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
110.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
109.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
109.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
107.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
104.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
104.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
99.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
98.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
98.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
93.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
93.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
91.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
90.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
90.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
90.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
89.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
89.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
89.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
87.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
87.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
85.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
85.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
84.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
84.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
83.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
83.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
83.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
81.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
80.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
79.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
79.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
79.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
79.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
78.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
77.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
77.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
76.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
76.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
75.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
75.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
74.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
74.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
73.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
73.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
73.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
72.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
71.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
71.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
70.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
70.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
69.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
69.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
68.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
68.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
68.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
68.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
67.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
66.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
66.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
65.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
64.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
64.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
64.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
63.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
63.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
62.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
62.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
62.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
61.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
61.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
61.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
60.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
60.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
60.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
60.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
60.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
58.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
58.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
57.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
56.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
56.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
55.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
55.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
55.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
54.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
54.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
53.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
53.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
53.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
53.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
53.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
52.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
52.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
52.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
52.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
51.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
51.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
50.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
50.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
50.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
50.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
49.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
49.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
49.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
49.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
49.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
48.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
47.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
47.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
47.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
47.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
46.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
46.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
46.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
45.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
45.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
44.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
44.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
44.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
44.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
44.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
44.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
43.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
43.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
43.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
42.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
42.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
42.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
42.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
41.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
41.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
41.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
41.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
41.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
40.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
40.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
40.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
39.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
39.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
39.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
39.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
39.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
39.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
39.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
38.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
38.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
38.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
37.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
37.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
37.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
37.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
36.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
36.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
36.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
36.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
36.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
36.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
36.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
35.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
35.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
35.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
34.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
34.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
34.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
34.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
34.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
34.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
33.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
33.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
33.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
33.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
33.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
33.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
32.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
32.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
31.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
31.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
30.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
30.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
30.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
30.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
30.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
29.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
29.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
29.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
29.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
28.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
28.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
28.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
28.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
28.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
28.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
28.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
27.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
27.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
27.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
26.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
26.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
25.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
25.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
24.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
23.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
23.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
23.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
23.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
21.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
19.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
19.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
18.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
18.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
17.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
16.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
16.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
16.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
15.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
14.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
13.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
12.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
5.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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.
The Human Protein Atlas project is funded
