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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.
SEC61A1 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
119.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
273.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
247.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
238.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
235.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
224.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
215.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
199.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
195.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
184.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
180.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
173.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
163.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
161.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
159.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
157.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
156.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
151.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
144.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
141.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
140.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
136.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
134.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
132.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
132.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
130.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
127.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
126.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
124.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
124.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
120.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
115.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
115.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
112.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
109.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
109.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
106.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
105.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
105.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
104.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
98.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
96.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
96.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
96.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
95.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
94.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
90.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
90.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
89.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
82.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
77.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
76.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
72.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
69.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
66.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
63.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
63.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
59.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
59.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
45.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
16.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
16.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.8
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.
SEC61A1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
106.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
273.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
259.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
256.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
249.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
245.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
242.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
236.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
236.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
230.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
226.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
221.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
221.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
216.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
210.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
208.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
207.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
204.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
197.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
194.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
192.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
192.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
191.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
190.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
189.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
187.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
187.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
186.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
184.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
182.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
182.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
182.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
181.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
180.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
180.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
179.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
179.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
178.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
177.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
177.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
177.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
176.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
176.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
176.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
174.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
174.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
173.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
173.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
171.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
170.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
170.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
170.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
169.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
169.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
168.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
168.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
167.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
166.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
166.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
166.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
166.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
165.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
161.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
161.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
161.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
161.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
160.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
159.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
158.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
158.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
158.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
157.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
156.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
156.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
156.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
154.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
154.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
153.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
153.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
153.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
152.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
152.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
151.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
149.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
147.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
145.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
145.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
144.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
144.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
143.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
143.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
142.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
142.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
142.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
142.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
141.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
141.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
141.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
140.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
140.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
139.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
139.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
139.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
138.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
137.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
137.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
137.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
137.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
136.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
135.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
135.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
135.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
135.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
135.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
135.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
135.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
135.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
135.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
135.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
134.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
134.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
134.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
134.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
134.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
133.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
133.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
132.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
132.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
132.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
132.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
132.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
132.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
132.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
132.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
131.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
131.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
131.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
130.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
130.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
129.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
129.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
129.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
128.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
128.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
128.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
128.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
128.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
128.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
128.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
127.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
127.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
127.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
127.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
126.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
126.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
126.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
126.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
126.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
126.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
126.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
126.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
126.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
125.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
125.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
125.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
125.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
124.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
124.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
124.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
124.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
123.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
123.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
123.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
123.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
122.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
122.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
122.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
122.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
121.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
121.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
121.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
121.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
121.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
120.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
120.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
120.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
120.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
120.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
119.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
119.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
119.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
119.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
119.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
119.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
118.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
118.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
118.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
118.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
118.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
118.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
118.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
117.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
117.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
117.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
117.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
116.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
116.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
116.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
116.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
116.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
116.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
116.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
116.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
115.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
115.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
115.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
114.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
114.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
114.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
114.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
113.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
113.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
113.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
113.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
112.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
112.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
112.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
112.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
112.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
112.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
111.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
111.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
110.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
110.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
110.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
110.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
110.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
109.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
109.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
109.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
109.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
109.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
108.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
108.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
108.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
108.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
108.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
108.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
107.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
107.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
107.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
107.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
107.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
106.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
106.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
106.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
106.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
105.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
105.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
105.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
105.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
105.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
105.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
105.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
105.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
104.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
104.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
104.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
104.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
104.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
104.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
103.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
103.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
102.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
102.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
101.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
101.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
101.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
101.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
100.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
100.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
99.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
99.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
99.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
99.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
98.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
98.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
98.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
98.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
98.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
98.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
98.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
97.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
97.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
97.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
97.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
97.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
97.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
97.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
96.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
96.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
96.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
95.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
95.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
95.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
94.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
94.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
94.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
93.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
93.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
93.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
93.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
92.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
92.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
92.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
92.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
91.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
91.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
91.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
91.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
91.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
90.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
90.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
90.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
90.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
90.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
89.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
88.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
88.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
88.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
88.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
88.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
88.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
88.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
88.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
88.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
87.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
87.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
87.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
87.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
87.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
86.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
86.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
86.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
86.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
86.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
85.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
85.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
85.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
85.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
85.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
85.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
85.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
85.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
85.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
85.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
85.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
84.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
84.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
84.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
84.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
84.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
83.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
83.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
83.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
82.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
82.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
82.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
82.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
82.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
82.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
82.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
82.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
81.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
81.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
81.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
80.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
80.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
80.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
80.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
79.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
79.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
79.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
79.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
78.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
78.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
78.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
78.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
78.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
77.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
77.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
77.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
76.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
76.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
76.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
76.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
75.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
75.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
74.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
74.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
74.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
74.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
74.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
74.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
73.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
73.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
73.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
73.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
73.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
72.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
72.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
71.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
71.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
71.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
71.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
70.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
70.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
70.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
70.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
70.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
70.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
69.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
69.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
68.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
68.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
68.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
67.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
67.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
67.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
67.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
65.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
64.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
64.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
64.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
64.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
64.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
63.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
62.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
61.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
61.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
60.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
59.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
59.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
59.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
57.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
57.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
57.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
57.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
57.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
56.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
55.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
54.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
54.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
54.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
53.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
52.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
52.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
52.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
52.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
51.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
51.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
50.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
50.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
49.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
49.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
49.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
49.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
49.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
48.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
46.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
46.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
45.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
45.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
44.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
44.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
43.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
43.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
38.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
38.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
38.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
37.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
37.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
36.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
35.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
35.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
34.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
31.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
29.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
29.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
28.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
26.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
26.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
24.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
23.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
22.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
14.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
SEC61A1 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
110.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
294.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
250.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
217.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
209.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
208.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
205.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
196.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
176.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
175.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
165.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
160.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
153.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
142.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
142.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
137.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
136.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
135.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
135.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
134.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
133.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
132.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
128.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
127.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
126.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
125.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
125.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
123.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
122.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
122.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
118.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
118.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
116.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
114.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
113.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
112.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
112.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
112.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
110.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
110.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
110.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
110.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
110.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
109.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
109.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
108.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
107.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
106.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
106.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
105.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
104.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
102.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
102.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
101.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
101.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
98.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
97.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
97.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
96.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
96.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
96.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
95.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
94.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
94.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
93.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
93.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
92.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
91.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
91.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
90.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
87.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
87.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
86.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
86.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
86.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
85.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
84.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
82.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
82.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
82.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
80.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
80.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
79.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
79.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
79.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
78.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
76.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
76.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
75.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
69.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
68.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
68.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
67.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
67.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
66.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
54.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
47.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
45.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
45.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
SEC61A1 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
94.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
513.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
447.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
308.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
288.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
241.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
221.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
215.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
213.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
207.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
202.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
196.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
193.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
192.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
190.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
189.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
188.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
188.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
186.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
184.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
183.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
182.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
181.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
180.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
177.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
175.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
166.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
166.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
166.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
164.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
163.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
162.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
162.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
162.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
161.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
160.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
160.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
159.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
157.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
153.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
152.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
151.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
151.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
149.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
148.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
148.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
146.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
145.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
144.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
142.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
141.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
141.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
140.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
140.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
139.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
139.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
139.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
136.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
136.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
134.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
134.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
134.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
133.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
132.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
131.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
130.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
130.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
130.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
130.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
130.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
128.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
128.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
128.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
127.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
127.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
127.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
125.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
124.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
124.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
124.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
124.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
124.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
123.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
123.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
123.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
122.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
122.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
122.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
121.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
121.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
120.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
120.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
120.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
120.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
119.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
118.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
118.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
118.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
117.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
117.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
116.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
116.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
116.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
113.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
113.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
112.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
111.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
111.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
110.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
109.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
109.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
109.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
109.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
109.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
108.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
108.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
107.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
107.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
106.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
106.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
106.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
104.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
104.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
104.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
104.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
103.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
102.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
102.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
101.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
101.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
100.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
100.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
100.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
99.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
98.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
97.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
97.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
96.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
96.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
94.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
92.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
92.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
91.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
91.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
91.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
90.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
89.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
89.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
88.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
87.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
87.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
87.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
87.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
86.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
86.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
86.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
85.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
85.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
84.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
81.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
81.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
80.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
80.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
80.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
80.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
80.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
80.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
79.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
79.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
78.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
78.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
77.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
77.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
77.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
76.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
75.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
74.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
73.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
72.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
72.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
72.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
71.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
70.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
69.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
69.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
68.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
67.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
67.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
66.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
66.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
66.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
65.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
65.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
65.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
61.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
60.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
59.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
59.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
58.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
58.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
57.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
56.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
55.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
55.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
55.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
54.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
54.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
52.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
49.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
49.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
48.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
48.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
46.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
46.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
43.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
42.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
42.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
41.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
38.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
38.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
37.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
37.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
35.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
35.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
34.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
34.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
33.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
32.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
31.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
30.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
30.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
28.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
28.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
25.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
25.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
24.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
19.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
18.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
18.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
16.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
14.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
14.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
13.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.3
CPT0012180003
Tumor
1.0
CPT0023350003
Tumor
1.0
CPT0088480003
Tumor
0.8
CPT0001180009
Tumor
0.8
CPT0088550004
Tumor
0.7
CPT0086820003
Tumor
0.7
CPT0075130003
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0025290003
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0088690003
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0025230003
Tumor
0.5
CPT0069160003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0001260009
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0014160003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0092730003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0076330003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0021240003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0088920001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0092190003
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0023690003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0078830003
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0079000001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0069010001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0064370003
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0071150004
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0007860003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0020130001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0000780007
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0088900003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0075570001
Normal
-0.4
CPT0075170001
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0012570003
Normal
-0.5
CPT0017450001
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0014470001
Normal
-0.6
CPT0024680001
Normal
-0.6
CPT0079180003
Tumor
-0.6
CPT0012640003
Normal
-0.7
CPT0012090003
Normal
-0.7
CPT0018250001
Normal
-0.7
CPT0011240003
Tumor
-0.9
CPT0009060003
Tumor
-1.0
CPT0009020003
Normal
-1.1
CPT0012900004
Tumor
-1.1
CPT0012920003
Normal
-1.2
CPT0009080003
Normal
-1.4
CPT0017410003
Tumor
-1.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
