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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.
SEPTIN9 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
108.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
244.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
238.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
237.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
193.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
193.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
191.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
189.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
179.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
174.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
165.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
164.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
158.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
158.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
155.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
152.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
152.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
144.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
144.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
139.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
136.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
120.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
120.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
117.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
117.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
114.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
113.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
106.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
106.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
105.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
101.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
99.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
99.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
92.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
90.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
89.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
87.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
82.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
80.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
79.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
79.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
78.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
77.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
75.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
74.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
73.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
73.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
72.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
71.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
70.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
69.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
68.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
66.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
63.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
61.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
51.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
51.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
49.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
46.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
43.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
43.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
33.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
33.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
SEPTIN9 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
126.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
292.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
271.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
262.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
257.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
246.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
241.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
240.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
238.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
234.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
233.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
232.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
229.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
227.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
223.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
220.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
220.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
217.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
216.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
216.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
215.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
215.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
213.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
211.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
209.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
208.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
207.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
206.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
202.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
202.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
202.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
201.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
200.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
197.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
196.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
196.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
196.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
195.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
195.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
194.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
194.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
193.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
190.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
189.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
189.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
189.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
188.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
188.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
187.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
186.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
186.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
185.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
184.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
184.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
183.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
183.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
182.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
182.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
178.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
178.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
177.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
176.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
176.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
175.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
175.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
175.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
174.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
174.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
174.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
174.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
174.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
173.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
173.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
173.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
172.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
172.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
172.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
172.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
171.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
171.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
171.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
171.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
171.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
171.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
171.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
170.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
170.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
170.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
169.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
169.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
169.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
168.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
168.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
167.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
167.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
166.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
166.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
166.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
165.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
165.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
165.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
165.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
164.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
164.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
164.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
162.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
162.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
162.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
162.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
162.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
161.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
161.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
161.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
160.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
160.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
160.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
160.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
160.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
159.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
159.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
159.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
159.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
158.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
158.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
158.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
158.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
157.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
157.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
156.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
156.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
156.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
156.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
156.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
155.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
155.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
155.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
155.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
155.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
155.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
154.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
154.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
154.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
154.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
153.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
152.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
152.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
152.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
151.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
151.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
150.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
150.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
150.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
150.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
150.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
150.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
150.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
149.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
149.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
149.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
149.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
148.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
148.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
147.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
147.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
147.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
146.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
146.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
145.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
145.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
145.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
145.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
145.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
145.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
145.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
145.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
144.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
144.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
144.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
143.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
143.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
142.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
142.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
142.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
142.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
142.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
142.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
141.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
141.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
141.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
140.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
140.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
140.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
139.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
139.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
139.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
139.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
138.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
138.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
138.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
138.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
138.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
137.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
137.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
136.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
136.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
136.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
135.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
135.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
135.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
135.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
135.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
134.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
134.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
134.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
134.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
134.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
133.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
132.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
132.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
132.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
132.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
131.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
131.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
131.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
131.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
131.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
130.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
130.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
130.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
130.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
130.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
130.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
130.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
130.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
129.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
129.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
129.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
129.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
129.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
129.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
129.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
129.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
128.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
128.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
128.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
127.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
126.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
126.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
126.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
126.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
126.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
125.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
125.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
125.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
125.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
125.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
125.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
124.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
124.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
123.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
123.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
123.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
123.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
122.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
122.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
122.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
122.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
122.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
122.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
122.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
122.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
121.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
121.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
121.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
121.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
121.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
121.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
120.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
120.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
120.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
120.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
120.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
119.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
119.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
119.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
119.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
118.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
118.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
117.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
117.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
117.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
117.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
116.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
116.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
116.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
116.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
116.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
116.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
115.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
115.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
115.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
115.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
115.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
115.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
114.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
114.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
114.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
113.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
113.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
113.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
113.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
112.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
112.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
112.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
112.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
112.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
112.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
112.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
111.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
111.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
111.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
111.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
111.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
111.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
111.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
110.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
110.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
110.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
110.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
109.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
109.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
109.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
109.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
108.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
108.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
108.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
108.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
108.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
108.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
108.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
107.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
107.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
107.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
107.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
106.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
106.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
106.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
105.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
105.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
105.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
105.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
105.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
105.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
105.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
104.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
104.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
104.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
104.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
104.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
104.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
104.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
104.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
104.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
104.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
103.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
103.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
102.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
102.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
102.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
102.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
101.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
101.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
101.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
101.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
101.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
101.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
101.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
101.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
100.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
99.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
99.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
99.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
99.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
99.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
99.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
99.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
98.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
98.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
98.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
98.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
98.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
97.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
97.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
97.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
96.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
95.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
95.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
95.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
94.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
94.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
94.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
94.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
94.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
93.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
93.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
93.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
93.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
93.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
93.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
92.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
92.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
92.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
92.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
92.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
91.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
91.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
91.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
91.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
90.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
90.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
89.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
89.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
89.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
88.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
88.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
87.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
87.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
87.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
87.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
86.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
86.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
86.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
86.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
85.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
85.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
85.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
84.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
84.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
83.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
83.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
82.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
82.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
80.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
80.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
79.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
78.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
78.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
77.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
77.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
76.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
76.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
76.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
75.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
75.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
74.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
73.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
73.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
73.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
73.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
73.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
71.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
70.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
70.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
70.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
70.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
69.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
68.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
68.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
67.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
67.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
67.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
67.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
66.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
66.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
66.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
65.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
65.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
64.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
64.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
63.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
61.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
61.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
61.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
61.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
61.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
61.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
60.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
60.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
59.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
58.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
58.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
57.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
57.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
55.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
54.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
54.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
53.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
52.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
51.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
49.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
49.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
48.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
48.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
46.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
43.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
42.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
42.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
41.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
41.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
40.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
39.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
37.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
36.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
36.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
36.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
35.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
30.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
24.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
24.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
15.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
SEPTIN9 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
127.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
357.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
331.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
244.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
222.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
204.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
183.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
183.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
176.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
173.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
168.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
165.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
160.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
160.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
159.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
158.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
153.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
153.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
152.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
150.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
149.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
145.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
145.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
143.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
142.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
142.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
142.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
140.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
138.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
138.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
137.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
136.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
135.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
134.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
134.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
134.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
134.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
133.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
133.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
133.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
131.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
131.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
130.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
130.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
129.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
129.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
128.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
127.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
126.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
125.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
124.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
123.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
122.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
121.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
120.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
120.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
119.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
117.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
114.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
114.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
113.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
113.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
111.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
110.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
110.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
110.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
109.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
108.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
107.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
107.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
107.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
106.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
104.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
103.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
103.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
103.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
103.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
102.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
102.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
101.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
101.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
100.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
97.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
95.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
93.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
93.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
89.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
87.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
86.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
85.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
84.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
79.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
77.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
75.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
75.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
67.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
63.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
52.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
49.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
SEPTIN9 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
138.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
506.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
357.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
354.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
327.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
319.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
311.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
298.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
295.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
291.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
286.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
274.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
270.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
263.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
260.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
259.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
249.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
243.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
241.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
241.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
241.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
232.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
232.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
231.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
227.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
226.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
221.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
218.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
218.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
216.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
215.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
212.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
212.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
212.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
211.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
209.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
207.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
207.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
206.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
205.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
197.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
197.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
197.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
195.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
194.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
192.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
191.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
191.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
190.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
190.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
189.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
187.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
186.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
186.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
184.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
183.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
183.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
182.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
182.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
179.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
178.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
178.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
178.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
178.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
177.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
177.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
176.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
174.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
173.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
172.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
172.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
171.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
170.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
169.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
169.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
168.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
168.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
167.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
167.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
165.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
164.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
164.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
164.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
163.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
162.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
162.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
162.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
162.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
159.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
159.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
157.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
156.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
156.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
156.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
155.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
154.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
154.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
154.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
154.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
154.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
152.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
152.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
152.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
150.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
150.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
150.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
150.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
149.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
149.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
148.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
146.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
145.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
144.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
143.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
143.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
142.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
142.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
142.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
140.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
139.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
138.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
138.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
138.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
137.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
137.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
136.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
135.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
135.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
135.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
134.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
134.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
134.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
134.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
133.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
133.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
131.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
131.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
130.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
129.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
128.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
128.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
127.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
126.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
125.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
125.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
125.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
124.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
124.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
124.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
123.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
123.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
122.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
120.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
120.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
120.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
120.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
119.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
118.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
118.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
117.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
117.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
117.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
117.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
116.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
116.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
115.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
115.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
114.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
114.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
113.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
113.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
113.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
112.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
111.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
111.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
111.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
110.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
110.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
110.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
109.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
109.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
109.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
109.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
109.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
108.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
108.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
108.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
106.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
106.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
105.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
104.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
103.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
103.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
102.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
101.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
100.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
100.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
98.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
98.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
98.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
98.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
97.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
97.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
97.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
96.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
96.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
96.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
95.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
94.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
93.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
93.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
93.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
92.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
92.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
91.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
89.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
89.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
89.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
89.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
88.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
88.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
87.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
86.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
86.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
86.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
85.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
85.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
85.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
84.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
84.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
83.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
83.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
83.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
83.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
82.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
81.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
80.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
80.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
80.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
80.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
78.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
78.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
76.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
76.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
76.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
75.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
75.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
73.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
73.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
73.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
72.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
71.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
71.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
71.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
70.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
70.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
70.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
70.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
70.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
68.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
67.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
66.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
64.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
61.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
59.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
58.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
57.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
57.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
56.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
55.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
54.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
53.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
50.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
49.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
45.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
44.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
43.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
43.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
42.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
40.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
39.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
29.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
17.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
