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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.
YWHAB 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
135.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
267.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
245.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
241.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
239.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
221.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
216.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
210.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
207.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
205.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
196.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
195.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
194.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
192.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
192.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
185.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
184.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
183.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
174.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
172.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
171.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
170.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
168.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
158.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
151.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
150.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
149.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
147.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
143.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
137.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
136.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
133.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
133.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
127.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
123.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
122.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
122.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
115.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
114.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
110.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
104.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
102.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
101.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
97.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
93.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
91.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
88.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
88.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
87.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
86.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
84.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
84.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
82.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
82.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
79.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
76.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
74.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
71.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
68.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
66.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
64.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
63.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
50.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
49.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
YWHAB is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
120.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
304.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
277.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
258.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
254.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
250.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
222.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
216.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
215.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
214.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
211.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
209.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
208.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
206.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
204.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
204.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
203.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
202.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
200.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
199.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
199.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
199.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
196.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
195.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
194.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
194.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
192.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
190.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
189.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
188.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
187.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
187.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
187.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
187.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
185.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
185.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
185.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
184.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
183.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
182.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
182.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
181.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
181.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
180.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
179.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
179.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
179.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
176.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
175.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
175.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
173.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
173.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
172.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
171.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
171.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
171.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
171.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
169.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
169.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
169.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
168.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
168.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
168.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
168.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
167.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
167.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
167.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
167.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
166.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
165.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
165.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
165.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
165.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
165.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
164.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
164.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
164.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
164.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
163.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
163.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
162.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
162.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
161.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
161.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
161.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
160.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
160.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
160.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
159.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
159.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
158.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
158.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
158.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
158.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
157.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
156.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
156.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
156.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
156.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
156.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
155.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
155.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
155.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
155.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
155.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
155.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
154.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
154.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
154.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
154.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
153.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
153.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
153.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
153.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
152.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
152.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
152.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
151.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
151.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
151.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
151.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
150.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
150.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
150.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
150.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
150.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
150.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
149.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
149.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
148.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
148.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
147.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
147.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
147.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
147.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
146.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
146.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
145.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
145.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
144.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
144.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
144.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
143.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
143.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
143.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
143.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
143.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
142.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
142.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
142.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
142.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
142.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
142.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
142.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
141.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
141.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
141.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
141.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
141.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
140.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
140.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
140.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
140.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
140.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
139.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
139.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
139.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
139.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
139.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
139.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
139.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
138.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
138.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
138.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
138.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
138.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
137.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
136.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
136.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
136.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
136.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
136.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
136.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
136.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
136.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
136.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
136.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
135.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
135.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
135.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
135.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
135.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
135.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
135.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
135.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
135.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
134.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
134.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
134.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
134.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
134.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
134.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
134.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
133.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
133.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
133.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
133.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
133.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
132.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
132.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
132.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
132.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
132.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
132.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
131.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
131.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
131.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
131.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
130.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
130.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
129.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
129.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
129.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
129.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
128.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
128.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
128.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
128.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
128.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
127.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
127.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
127.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
127.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
127.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
127.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
126.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
126.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
126.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
125.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
125.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
125.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
125.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
125.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
124.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
124.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
123.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
123.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
123.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
123.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
122.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
122.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
122.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
122.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
122.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
122.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
122.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
121.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
121.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
121.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
121.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
121.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
120.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
120.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
120.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
120.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
120.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
120.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
119.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
119.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
119.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
119.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
119.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
119.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
119.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
119.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
118.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
118.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
118.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
118.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
118.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
118.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
117.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
117.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
117.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
116.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
116.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
116.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
115.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
115.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
115.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
114.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
114.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
114.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
114.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
114.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
113.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
113.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
113.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
113.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
113.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
112.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
112.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
111.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
111.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
111.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
111.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
111.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
111.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
110.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
110.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
110.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
110.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
109.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
109.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
109.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
108.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
108.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
108.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
108.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
108.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
107.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
107.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
107.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
106.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
106.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
106.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
105.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
105.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
105.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
105.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
104.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
104.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
103.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
103.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
103.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
102.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
102.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
102.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
102.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
102.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
102.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
102.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
102.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
102.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
101.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
101.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
101.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
101.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
101.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
101.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
100.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
100.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
100.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
100.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
99.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
99.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
98.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
98.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
98.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
97.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
97.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
97.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
97.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
97.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
97.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
96.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
96.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
96.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
96.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
96.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
96.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
95.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
95.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
95.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
94.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
94.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
94.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
94.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
94.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
93.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
93.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
93.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
93.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
92.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
92.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
92.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
92.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
92.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
91.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
91.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
91.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
90.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
90.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
90.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
90.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
90.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
89.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
89.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
89.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
88.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
88.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
87.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
87.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
87.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
87.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
87.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
86.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
85.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
85.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
85.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
85.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
85.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
85.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
84.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
84.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
84.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
84.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
84.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
84.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
84.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
83.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
82.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
82.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
82.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
81.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
80.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
80.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
80.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
79.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
79.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
79.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
79.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
78.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
78.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
78.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
77.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
77.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
77.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
77.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
77.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
76.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
75.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
74.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
74.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
74.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
74.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
73.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
73.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
73.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
73.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
73.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
72.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
71.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
71.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
71.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
70.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
69.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
69.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
68.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
68.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
67.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
66.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
65.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
65.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
65.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
65.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
64.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
64.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
64.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
64.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
63.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
63.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
63.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
63.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
63.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
62.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
61.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
61.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
60.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
59.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
59.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
59.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
58.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
58.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
58.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
57.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
57.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
57.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
56.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
56.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
55.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
55.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
55.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
55.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
54.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
54.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
54.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
54.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
53.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
53.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
53.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
53.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
52.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
52.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
50.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
49.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
42.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
41.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
41.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
41.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
40.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
40.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
40.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
38.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
38.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
33.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
30.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
30.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YWHAB 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
131.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
239.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
205.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
198.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
194.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
194.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
189.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
189.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
179.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
179.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
177.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
173.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
172.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
168.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
167.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
166.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
166.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
166.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
165.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
164.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
164.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
162.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
162.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
158.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
158.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
157.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
154.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
154.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
153.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
150.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
149.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
148.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
148.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
147.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
147.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
145.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
144.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
144.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
143.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
142.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
142.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
141.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
140.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
139.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
135.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
134.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
134.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
133.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
133.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
131.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
130.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
130.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
129.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
129.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
126.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
126.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
126.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
125.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
124.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
124.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
124.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
121.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
120.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
118.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
118.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
116.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
116.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
115.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
115.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
114.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
113.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
111.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
109.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
109.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
104.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
104.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
103.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
103.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
103.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
102.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
102.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
100.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
100.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
98.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
97.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
97.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
96.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
96.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
94.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
91.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
90.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
89.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
88.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
80.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
69.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
68.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
66.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
59.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
56.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
56.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YWHAB is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
125.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
460.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
386.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
342.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
332.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
321.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
309.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
306.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
287.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
270.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
262.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
253.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
252.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
248.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
246.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
244.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
229.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
227.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
226.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
224.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
222.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
218.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
218.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
203.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
203.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
199.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
198.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
197.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
195.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
193.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
190.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
190.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
189.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
180.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
179.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
178.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
178.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
177.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
174.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
173.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
173.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
172.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
169.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
168.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
167.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
166.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
165.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
165.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
164.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
164.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
163.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
163.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
162.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
162.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
161.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
161.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
161.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
161.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
159.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
158.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
157.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
157.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
154.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
154.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
152.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
152.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
152.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
152.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
151.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
151.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
150.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
149.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
149.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
148.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
148.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
148.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
148.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
147.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
147.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
147.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
147.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
146.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
146.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
145.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
145.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
145.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
145.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
145.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
144.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
144.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
142.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
141.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
141.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
141.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
141.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
139.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
139.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
138.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
138.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
137.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
137.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
137.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
136.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
136.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
135.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
133.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
131.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
130.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
130.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
130.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
129.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
128.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
128.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
128.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
128.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
127.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
127.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
127.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
126.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
126.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
125.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
123.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
123.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
122.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
121.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
119.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
118.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
118.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
118.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
118.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
117.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
116.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
116.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
116.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
116.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
116.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
116.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
116.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
116.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
116.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
115.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
115.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
115.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
114.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
114.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
114.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
113.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
112.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
112.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
112.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
112.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
111.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
111.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
111.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
110.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
109.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
108.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
108.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
108.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
108.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
108.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
108.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
108.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
107.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
106.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
106.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
106.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
106.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
105.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
105.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
105.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
105.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
104.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
104.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
102.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
101.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
101.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
101.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
100.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
100.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
99.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
99.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
98.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
98.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
97.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
97.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
97.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
97.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
96.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
96.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
95.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
94.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
93.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
93.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
93.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
93.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
92.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
92.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
92.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
92.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
91.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
90.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
90.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
89.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
87.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
86.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
85.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
85.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
85.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
84.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
84.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
83.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
83.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
82.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
82.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
82.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
82.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
82.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
82.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
82.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
81.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
81.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
81.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
81.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
80.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
80.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
80.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
79.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
79.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
78.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
76.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
76.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
74.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
73.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
73.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
72.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
72.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
72.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
72.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
72.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
71.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
70.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
68.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
68.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
67.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
67.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
66.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
66.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
64.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
64.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
64.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
62.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
62.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
62.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
61.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
60.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
60.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
58.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
56.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
56.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
56.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
55.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
55.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
54.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
52.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
50.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
49.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
46.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
46.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
46.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
46.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
45.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
42.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
40.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
40.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
39.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
39.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
38.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
36.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
36.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
35.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
30.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
0.7
CPT0081880003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0012280003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0017850003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0078510003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0002350011
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0007320003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0025580004
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0092800003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0012640003
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0001550001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0088640003
Normal
-0.3
CPT0078530001
Normal
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.