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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.
SEPTIN7 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
41.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
104.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
98.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
92.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
76.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
71.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
70.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
67.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
65.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
60.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
58.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
58.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
56.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
54.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
54.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
53.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
52.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
51.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
51.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
46.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
45.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
45.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
43.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
43.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
42.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
40.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
39.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
38.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
38.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
37.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
37.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
37.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
36.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
36.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
35.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
35.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
34.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
34.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
34.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
33.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
33.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
33.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
32.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
32.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
31.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
30.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
29.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
29.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
27.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
27.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
25.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
25.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
25.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
23.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
22.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
21.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
20.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
18.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
17.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
SEPTIN7 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
100.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
585.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
542.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
226.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
221.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
214.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
198.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
194.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
182.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
176.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
175.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
175.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
174.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
170.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
168.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
167.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
165.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
164.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
164.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
164.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
163.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
161.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
161.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
161.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
159.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
157.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
156.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
155.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
154.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
154.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
151.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
150.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
150.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
149.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
149.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
149.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
148.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
147.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
147.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
146.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
146.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
146.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
146.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
145.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
144.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
144.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
143.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
143.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
143.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
143.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
142.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
142.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
141.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
141.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
141.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
141.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
140.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
140.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
140.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
140.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
139.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
138.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
137.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
136.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
136.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
135.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
135.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
134.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
134.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
134.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
133.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
133.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
132.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
132.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
132.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
131.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
131.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
130.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
130.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
130.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
130.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
130.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
130.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
129.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
128.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
128.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
128.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
127.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
127.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
127.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
126.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
126.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
126.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
126.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
126.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
125.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
125.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
125.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
125.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
124.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
124.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
124.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
124.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
124.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
123.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
123.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
123.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
123.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
123.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
123.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
122.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
121.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
121.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
121.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
121.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
120.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
120.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
120.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
120.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
119.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
119.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
119.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
119.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
119.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
118.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
118.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
118.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
117.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
117.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
117.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
116.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
116.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
115.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
115.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
115.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
115.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
115.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
114.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
114.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
114.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
114.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
114.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
113.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
113.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
113.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
113.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
113.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
113.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
112.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
112.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
112.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
112.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
112.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
112.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
112.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
112.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
111.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
111.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
111.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
111.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
111.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
111.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
110.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
110.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
110.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
109.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
109.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
109.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
109.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
109.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
109.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
109.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
109.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
108.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
108.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
108.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
108.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
108.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
108.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
108.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
108.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
108.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
107.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
107.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
107.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
107.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
107.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
107.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
107.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
106.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
106.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
106.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
106.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
106.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
106.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
106.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
106.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
105.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
105.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
105.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
105.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
105.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
105.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
104.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
104.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
104.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
104.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
103.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
103.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
103.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
103.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
103.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
103.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
103.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
102.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
102.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
102.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
102.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
102.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
102.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
102.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
102.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
101.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
101.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
101.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
101.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
101.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
101.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
101.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
101.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
101.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
100.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
100.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
100.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
100.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
100.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
99.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
99.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
99.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
99.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
99.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
99.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
99.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
99.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
99.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
98.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
98.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
98.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
98.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
98.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
98.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
98.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
97.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
97.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
97.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
97.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
97.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
97.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
97.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
97.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
97.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
97.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
97.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
97.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
97.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
96.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
96.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
96.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
96.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
96.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
96.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
96.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
96.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
96.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
95.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
95.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
95.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
94.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
94.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
94.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
94.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
94.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
94.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
94.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
94.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
94.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
94.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
94.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
93.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
93.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
93.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
93.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
93.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
93.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
92.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
92.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
92.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
92.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
92.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
92.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
92.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
92.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
92.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
92.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
92.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
92.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
91.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
91.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
91.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
91.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
91.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
91.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
91.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
91.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
91.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
91.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
91.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
91.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
90.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
90.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
90.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
90.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
89.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
89.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
89.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
88.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
88.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
88.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
87.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
87.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
87.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
87.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
87.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
87.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
87.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
87.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
87.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
87.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
86.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
86.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
86.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
86.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
86.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
85.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
85.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
85.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
85.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
85.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
85.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
85.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
85.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
84.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
84.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
84.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
84.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
84.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
84.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
84.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
83.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
83.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
83.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
83.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
83.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
83.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
83.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
83.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
82.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
82.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
82.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
82.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
81.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
81.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
81.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
81.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
81.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
81.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
81.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
81.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
80.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
80.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
80.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
80.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
80.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
80.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
80.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
79.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
79.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
78.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
78.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
78.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
78.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
78.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
78.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
77.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
77.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
77.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
77.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
77.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
77.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
77.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
77.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
77.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
76.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
76.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
75.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
75.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
75.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
75.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
75.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
74.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
74.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
74.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
73.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
73.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
73.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
73.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
73.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
73.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
73.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
72.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
72.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
71.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
71.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
71.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
71.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
70.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
70.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
70.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
70.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
69.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
69.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
69.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
69.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
69.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
69.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
68.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
68.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
68.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
67.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
67.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
67.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
67.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
67.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
66.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
66.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
66.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
66.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
66.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
65.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
65.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
65.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
65.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
65.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
64.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
64.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
64.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
64.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
63.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
63.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
63.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
63.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
62.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
62.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
62.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
62.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
62.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
61.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
61.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
59.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
59.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
59.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
59.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
59.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
59.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
58.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
58.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
58.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
57.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
57.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
56.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
56.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
55.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
54.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
54.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
53.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
53.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
53.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
53.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
52.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
52.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
51.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
49.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
49.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
49.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
49.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
47.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
46.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
45.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
44.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
44.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
44.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
44.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
44.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
43.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
42.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
42.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
37.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
36.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
32.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
32.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
31.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
31.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
30.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
30.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
30.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
29.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
26.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
25.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
20.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
SEPTIN7 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
109.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
203.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
193.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
185.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
180.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
166.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
161.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
158.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
158.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
154.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
154.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
153.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
149.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
149.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
144.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
141.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
138.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
138.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
136.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
135.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
133.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
130.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
130.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
130.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
129.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
128.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
127.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
125.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
124.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
123.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
122.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
121.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
120.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
120.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
119.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
119.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
118.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
118.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
115.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
114.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
114.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
113.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
113.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
113.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
111.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
111.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
110.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
109.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
109.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
109.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
108.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
107.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
106.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
106.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
104.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
103.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
102.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
102.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
102.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
101.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
99.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
99.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
99.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
98.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
96.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
95.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
94.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
93.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
92.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
91.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
91.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
91.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
91.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
91.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
90.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
89.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
89.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
88.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
88.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
88.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
87.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
87.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
83.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
82.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
80.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
78.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
78.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
77.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
77.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
74.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
74.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
73.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
69.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
66.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
62.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
55.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
53.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
46.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
45.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
44.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SEPTIN7 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
71.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
239.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
160.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
149.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
145.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
140.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
138.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
137.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
136.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
135.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
135.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
135.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
133.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
131.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
130.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
129.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
124.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
124.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
122.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
121.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
120.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
119.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
119.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
119.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
117.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
116.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
114.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
113.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
113.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
112.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
111.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
111.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
111.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
110.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
110.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
109.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
108.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
107.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
107.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
106.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
106.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
106.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
105.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
104.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
104.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
103.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
103.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
102.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
100.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
100.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
99.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
98.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
98.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
98.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
96.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
96.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
96.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
95.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
95.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
95.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
93.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
93.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
93.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
92.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
92.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
92.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
91.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
90.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
90.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
89.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
89.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
89.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
88.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
87.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
87.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
87.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
87.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
86.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
86.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
86.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
85.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
85.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
84.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
84.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
84.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
83.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
83.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
83.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
82.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
82.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
82.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
81.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
81.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
81.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
80.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
80.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
80.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
80.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
80.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
79.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
79.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
79.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
79.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
79.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
78.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
78.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
78.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
77.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
77.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
77.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
76.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
76.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
76.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
76.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
76.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
75.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
75.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
75.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
74.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
74.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
74.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
73.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
73.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
72.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
72.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
72.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
72.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
71.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
69.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
69.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
69.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
68.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
68.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
68.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
68.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
67.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
67.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
67.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
66.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
66.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
66.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
66.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
66.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
65.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
65.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
65.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
65.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
64.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
64.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
64.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
64.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
63.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
63.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
63.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
62.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
62.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
61.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
61.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
61.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
61.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
61.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
61.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
61.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
61.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
61.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
60.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
60.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
60.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
60.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
60.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
59.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
59.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
59.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
58.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
58.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
58.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
57.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
57.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
56.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
56.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
56.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
56.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
56.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
56.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
56.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
55.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
55.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
55.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
55.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
55.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
55.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
55.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
54.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
54.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
54.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
54.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
53.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
53.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
52.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
52.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
52.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
51.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
50.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
49.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
49.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
49.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
49.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
48.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
48.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
48.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
48.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
48.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
48.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
47.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
47.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
47.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
47.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
46.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
46.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
46.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
46.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
46.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
45.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
45.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
45.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
44.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
44.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
43.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
43.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
43.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
43.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
43.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
42.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
42.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
42.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
42.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
41.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
41.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
41.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
40.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
40.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
39.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
39.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
39.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
39.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
39.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
38.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
38.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
38.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
37.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
37.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
37.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
36.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
36.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
34.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
34.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
34.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
33.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
32.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
32.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
32.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
31.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
30.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
30.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
29.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
27.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
27.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
26.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
26.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
25.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
24.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
21.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
21.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
15.9
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
