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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.
JUND 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
141.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
323.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
323.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
286.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
285.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
278.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
278.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
276.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
268.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
243.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
239.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
227.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
208.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
204.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
202.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
199.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
174.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
173.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
158.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
158.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
152.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
150.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
149.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
149.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
148.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
147.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
144.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
144.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
141.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
141.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
139.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
127.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
126.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
119.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
118.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
117.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
116.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
115.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
106.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
105.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
98.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
96.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
96.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
93.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
92.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
91.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
90.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
85.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
85.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
84.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
83.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
81.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
81.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
75.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
73.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
71.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
69.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
68.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
67.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
65.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
49.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
43.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
42.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
36.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 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.
JUND 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
88.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
497.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
479.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
423.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
419.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
369.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
337.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
291.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
269.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
263.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
239.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
236.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
236.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
234.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
222.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
219.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
213.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
211.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
210.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
207.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
205.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
204.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
200.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
199.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
197.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
193.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
190.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
188.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
187.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
186.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
184.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
183.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
182.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
181.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
180.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
179.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
178.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
176.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
173.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
173.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
172.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
171.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
167.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
165.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
165.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
164.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
162.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
162.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
161.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
157.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
156.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
155.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
155.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
154.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
152.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
152.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
152.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
151.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
149.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
148.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
148.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
148.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
147.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
145.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
144.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
144.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
144.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
144.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
144.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
143.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
143.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
142.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
142.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
142.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
142.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
141.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
141.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
140.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
140.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
138.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
137.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
135.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
135.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
134.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
134.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
134.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
132.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
131.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
131.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
129.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
127.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
127.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
126.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
124.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
123.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
123.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
123.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
122.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
121.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
121.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
121.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
120.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
120.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
119.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
119.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
118.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
117.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
117.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
116.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
115.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
113.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
112.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
112.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
112.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
112.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
111.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
111.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
110.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
110.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
110.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
110.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
109.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
109.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
108.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
108.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
107.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
107.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
105.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
105.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
104.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
104.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
103.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
102.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
102.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
102.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
101.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
100.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
100.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
99.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
99.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
99.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
99.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
99.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
99.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
98.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
97.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
97.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
97.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
96.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
96.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
96.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
95.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
95.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
95.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
95.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
95.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
95.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
94.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
94.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
94.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
94.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
94.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
94.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
93.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
93.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
93.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
92.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
92.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
91.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
91.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
91.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
91.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
90.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
90.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
90.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
89.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
89.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
89.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
89.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
89.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
88.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
88.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
88.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
87.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
87.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
87.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
87.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
87.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
87.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
87.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
86.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
86.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
86.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
86.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
86.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
86.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
85.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
85.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
84.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
84.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
84.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
84.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
83.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
83.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
83.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
83.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
83.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
82.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
82.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
81.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
81.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
81.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
81.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
81.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
81.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
81.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
81.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
81.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
80.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
80.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
80.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
80.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
80.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
80.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
80.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
80.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
80.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
79.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
79.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
79.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
79.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
79.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
79.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
79.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
79.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
78.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
78.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
78.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
77.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
77.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
77.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
76.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
76.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
76.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
76.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
76.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
76.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
76.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
76.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
76.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
75.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
75.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
75.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
75.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
75.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
75.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
75.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
75.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
75.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
75.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
75.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
74.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
74.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
74.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
74.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
74.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
74.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
73.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
73.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
73.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
73.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
73.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
73.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
73.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
72.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
72.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
72.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
72.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
72.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
71.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
71.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
71.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
71.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
71.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
71.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
71.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
71.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
70.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
70.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
70.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
70.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
70.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
70.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
70.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
70.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
70.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
70.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
69.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
69.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
68.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
68.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
68.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
68.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
67.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
67.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
67.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
67.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
67.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
66.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
66.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
66.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
66.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
66.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
65.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
65.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
65.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
65.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
65.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
64.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
64.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
64.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
64.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
64.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
64.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
63.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
63.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
63.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
63.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
63.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
62.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
62.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
62.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
62.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
62.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
62.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
62.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
62.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
61.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
61.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
61.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
61.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
60.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
60.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
60.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
60.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
60.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
60.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
60.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
60.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
59.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
59.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
59.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
59.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
59.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
59.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
59.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
59.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
59.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
59.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
59.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
58.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
58.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
58.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
57.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
57.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
57.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
57.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
57.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
57.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
57.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
57.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
57.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
57.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
56.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
56.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
56.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
56.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
56.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
56.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
56.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
56.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
56.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
55.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
54.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
54.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
54.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
54.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
54.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
54.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
53.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
53.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
52.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
52.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
52.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
52.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
52.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
51.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
51.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
51.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
51.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
51.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
50.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
50.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
50.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
50.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
50.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
49.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
49.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
49.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
48.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
47.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
47.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
47.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
47.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
47.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
46.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
46.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
46.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
46.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
46.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
45.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
45.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
45.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
45.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
45.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
45.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
45.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
44.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
44.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
44.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
44.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
44.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
44.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
44.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
43.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
43.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
43.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
43.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
43.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
43.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
43.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
43.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
43.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
42.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
42.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
42.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
41.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
41.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
41.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
41.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
41.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
41.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
41.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
40.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
40.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
40.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
40.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
40.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
39.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
39.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
39.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
39.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
38.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
38.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
37.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
37.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
37.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
37.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
37.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
36.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
36.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
36.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
36.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
35.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
35.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
35.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
35.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
35.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
34.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
34.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
34.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
33.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
33.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
32.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
32.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
31.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
31.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
30.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
30.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
29.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
29.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
28.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
28.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
27.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
26.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
26.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
26.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
25.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
25.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
23.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
23.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
20.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
19.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
12.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
JUND 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
131.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
404.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
353.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
308.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
272.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
249.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
247.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
245.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
242.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
222.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
216.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
215.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
214.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
210.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
199.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
199.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
188.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
187.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
183.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
183.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
169.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
168.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
164.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
163.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
162.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
161.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
158.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
157.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
156.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
153.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
152.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
150.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
149.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
148.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
147.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
146.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
143.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
141.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
141.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
133.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
133.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
132.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
129.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
128.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
126.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
125.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
122.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
122.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
120.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
119.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
115.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
113.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
112.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
111.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
111.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
109.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
107.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
106.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
106.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
104.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
103.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
101.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
100.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
99.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
98.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
98.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
98.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
97.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
95.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
93.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
92.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
92.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
92.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
89.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
88.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
88.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
87.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
87.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
86.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
83.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
82.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
79.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
79.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
77.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
75.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
74.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
69.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
66.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
66.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
65.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
63.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
60.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
57.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
50.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
50.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
46.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
43.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
39.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
JUND 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
133.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
528.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
517.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
436.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
390.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
374.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
334.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
316.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
285.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
275.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
272.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
265.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
258.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
254.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
245.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
245.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
243.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
241.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
238.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
236.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
236.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
228.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
221.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
220.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
219.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
217.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
216.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
215.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
214.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
208.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
207.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
206.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
206.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
204.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
204.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
203.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
203.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
203.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
201.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
199.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
199.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
198.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
198.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
193.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
192.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
189.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
188.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
186.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
186.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
185.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
182.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
181.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
180.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
180.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
180.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
180.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
177.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
177.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
175.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
174.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
174.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
173.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
171.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
171.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
171.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
171.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
170.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
169.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
168.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
167.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
166.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
165.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
165.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
164.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
163.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
163.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
163.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
161.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
161.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
160.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
160.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
158.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
157.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
157.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
157.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
155.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
152.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
152.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
150.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
149.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
149.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
149.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
148.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
147.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
147.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
146.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
146.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
144.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
144.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
143.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
143.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
143.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
143.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
141.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
141.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
139.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
139.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
139.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
137.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
137.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
137.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
137.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
135.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
135.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
134.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
133.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
133.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
132.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
130.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
130.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
130.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
129.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
129.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
128.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
127.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
127.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
126.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
126.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
126.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
126.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
125.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
123.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
123.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
122.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
121.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
121.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
121.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
120.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
120.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
119.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
119.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
118.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
117.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
117.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
117.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
116.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
115.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
115.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
115.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
114.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
113.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
113.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
113.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
113.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
113.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
111.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
111.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
111.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
111.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
109.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
109.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
109.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
108.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
107.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
106.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
106.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
105.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
105.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
105.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
105.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
104.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
104.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
104.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
104.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
103.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
103.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
102.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
102.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
101.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
99.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
99.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
99.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
98.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
98.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
98.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
97.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
97.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
97.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
96.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
96.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
96.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
95.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
95.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
95.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
95.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
95.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
94.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
94.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
94.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
93.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
92.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
92.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
91.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
91.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
90.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
90.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
89.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
88.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
88.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
88.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
88.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
87.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
85.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
85.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
84.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
84.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
81.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
81.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
81.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
79.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
79.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
78.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
78.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
78.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
76.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
75.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
74.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
74.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
73.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
73.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
73.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
73.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
72.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
72.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
71.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
71.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
70.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
70.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
70.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
70.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
68.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
68.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
68.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
68.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
67.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
67.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
66.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
66.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
66.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
66.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
65.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
64.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
64.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
64.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
64.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
62.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
62.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
61.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
61.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
61.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
60.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
59.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
59.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
59.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
58.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
58.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
58.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
56.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
56.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
56.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
55.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
54.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
54.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
54.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
50.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
49.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
49.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
47.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
44.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
44.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
41.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
40.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
39.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
0.9
CPT0078930003
Tumor
0.7
CPT0087050003
Normal
0.7
CPT0077110003
Tumor
0.6
CPT0081990003
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0015910003
Tumor
0.6
CPT0071150004
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0078830003
Tumor
0.5
CPT0064370003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0063320003
Tumor
0.5
CPT0069160003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0075170001
Normal
0.4
CPT0079510001
Normal
0.4
CPT0084560003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0089460004
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0086820003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0025290003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0065690003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0088970003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0086030003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0063330001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0002350011
Tumor
-0.3
CPT0001510001
Normal
-0.3
CPT0001340003
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0078510003
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0025350003
Tumor
-0.3
CPT0086830003
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0000870016
Tumor
-0.3
CPT0092740003
Normal
-0.3
CPT0078940001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0011410003
Tumor
-0.4
CPT0086890003
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0089480003
Normal
-0.5
CPT0088500001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0023710001
Normal
-0.5
CPT0088920001
Normal
-0.5
CPT0081880003
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0023350003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0001230001
Normal
-0.7
CPT0014370004
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0065450001
Normal
-0.8
CPT0077310003
Tumor
-0.8
CPT0079410003
Tumor
-0.8
CPT0000790001
Normal
-0.8
CPT0000890001
Normal
-1.2
CPT0019160001
Normal
-1.2
CPT0019130003
Tumor
-1.3
CPT0014350001
Normal
-1.6
CPT0002270011
Tumor
-1.8
CPT0079000001
Normal
-1.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.