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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.
NSMCE1 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
49.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
114.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
107.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
107.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
104.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
92.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
91.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
87.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
85.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
82.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
69.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
67.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
65.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
62.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
61.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
61.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
61.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
60.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
60.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
58.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
57.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
55.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
55.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
53.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
48.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
46.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
46.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
46.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
46.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
44.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
44.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
44.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
43.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
43.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
43.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
42.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
40.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
39.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
39.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
37.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
36.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
36.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
36.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
36.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
35.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
34.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
34.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
33.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
33.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
31.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
30.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
29.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
28.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
27.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
27.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
27.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
26.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
26.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
26.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
24.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
23.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
NSMCE1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
72.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
324.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
203.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
164.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
148.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
145.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
143.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
143.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
142.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
139.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
138.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
127.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
124.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
121.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
121.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
120.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
119.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
119.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
117.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
115.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
113.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
112.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
109.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
108.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
106.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
105.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
105.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
105.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
105.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
104.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
104.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
104.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
103.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
102.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
102.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
101.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
101.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
101.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
100.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
100.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
99.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
98.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
98.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
98.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
98.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
98.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
97.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
97.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
96.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
96.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
96.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
95.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
95.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
95.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
94.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
93.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
93.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
93.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
93.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
92.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
92.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
92.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
92.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
92.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
91.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
91.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
90.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
90.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
90.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
90.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
90.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
89.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
89.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
89.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
89.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
89.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
89.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
89.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
89.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
89.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
88.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
88.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
88.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
88.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
88.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
88.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
88.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
87.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
87.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
87.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
87.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
87.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
87.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
86.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
86.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
86.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
86.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
86.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
86.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
86.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
85.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
85.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
85.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
85.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
85.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
85.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
85.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
84.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
84.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
84.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
84.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
83.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
83.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
83.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
82.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
82.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
82.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
82.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
82.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
82.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
82.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
81.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
81.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
81.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
81.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
81.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
81.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
81.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
81.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
81.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
81.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
81.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
81.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
81.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
80.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
80.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
80.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
80.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
80.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
80.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
80.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
80.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
80.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
80.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
79.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
79.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
79.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
79.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
79.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
79.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
79.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
79.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
79.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
79.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
79.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
79.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
78.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
78.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
78.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
78.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
78.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
78.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
78.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
78.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
78.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
78.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
78.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
78.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
77.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
77.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
77.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
77.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
77.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
77.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
77.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
77.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
77.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
77.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
77.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
77.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
76.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
76.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
76.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
76.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
76.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
76.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
76.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
76.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
76.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
75.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
75.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
75.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
75.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
75.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
75.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
75.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
75.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
75.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
75.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
75.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
75.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
75.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
75.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
74.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
74.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
74.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
74.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
74.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
74.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
74.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
74.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
74.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
73.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
73.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
73.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
73.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
73.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
73.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
73.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
73.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
73.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
73.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
73.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
73.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
73.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
72.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
72.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
72.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
72.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
72.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
72.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
72.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
72.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
72.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
72.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
72.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
72.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
72.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
72.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
72.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
71.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
71.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
71.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
71.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
71.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
71.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
71.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
71.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
70.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
70.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
70.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
70.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
70.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
70.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
70.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
69.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
69.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
69.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
69.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
69.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
69.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
69.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
69.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
69.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
69.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
69.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
69.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
69.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
69.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
68.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
68.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
68.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
68.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
68.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
68.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
68.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
68.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
68.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
68.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
68.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
68.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
68.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
68.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
68.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
67.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
67.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
67.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
67.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
67.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
67.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
67.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
67.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
67.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
67.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
67.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
67.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
67.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
67.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
67.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
67.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
67.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
66.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
66.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
66.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
66.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
66.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
66.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
66.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
65.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
65.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
65.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
65.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
65.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
65.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
65.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
65.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
65.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
65.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
65.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
64.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
64.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
64.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
64.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
64.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
64.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
64.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
64.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
64.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
64.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
64.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
63.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
63.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
63.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
63.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
63.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
63.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
63.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
63.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
63.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
63.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
63.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
63.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
63.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
63.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
63.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
62.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
62.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
62.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
62.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
62.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
62.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
62.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
62.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
61.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
61.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
61.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
61.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
61.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
61.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
61.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
61.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
61.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
61.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
61.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
61.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
61.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
61.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
61.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
61.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
61.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
61.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
61.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
61.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
61.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
61.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
61.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
61.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
60.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
60.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
60.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
60.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
60.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
60.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
60.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
60.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
60.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
59.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
59.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
59.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
59.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
59.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
59.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
59.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
59.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
59.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
59.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
59.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
59.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
59.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
59.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
59.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
59.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
58.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
58.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
58.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
58.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
58.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
58.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
58.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
58.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
58.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
58.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
58.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
57.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
57.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
57.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
57.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
57.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
57.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
56.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
56.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
56.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
56.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
56.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
56.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
56.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
56.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
56.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
56.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
55.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
55.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
55.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
55.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
55.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
55.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
55.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
54.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
54.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
54.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
54.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
54.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
53.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
53.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
53.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
53.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
53.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
53.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
52.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
52.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
52.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
52.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
52.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
52.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
52.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
51.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
51.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
51.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
51.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
50.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
50.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
50.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
50.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
50.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
49.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
49.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
49.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
49.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
49.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
48.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
48.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
48.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
48.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
48.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
47.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
47.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
47.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
47.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
47.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
47.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
47.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
46.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
46.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
46.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
45.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
44.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
44.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
44.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
43.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
42.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
42.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
41.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
41.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
40.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
40.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
40.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
40.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
40.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
39.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
38.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
37.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
37.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
37.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
35.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
35.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
35.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
33.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
33.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
32.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
32.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
32.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
31.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
28.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
28.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
27.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
27.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
24.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NSMCE1 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
62.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
122.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
105.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
97.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
97.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
96.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
93.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
89.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
87.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
86.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
81.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
80.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
78.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
77.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
77.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
77.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
77.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
74.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
74.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
72.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
71.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
71.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
71.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
71.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
71.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
70.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
70.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
69.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
69.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
68.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
68.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
68.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
67.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
67.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
67.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
66.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
66.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
66.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
65.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
65.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
64.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
64.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
64.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
63.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
63.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
63.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
63.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
62.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
62.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
62.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
60.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
60.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
59.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
59.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
59.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
58.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
57.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
57.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
57.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
57.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
56.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
55.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
54.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
54.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
54.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
54.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
53.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
53.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
53.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
52.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
52.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
52.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
52.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
51.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
50.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
50.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
49.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
49.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
48.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
48.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
46.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
46.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
46.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
46.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
45.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
43.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
42.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
41.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
41.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
39.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
39.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
37.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
36.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
34.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
NSMCE1 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
119.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
334.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
331.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
314.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
300.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
287.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
284.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
278.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
275.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
262.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
252.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
248.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
239.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
239.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
232.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
231.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
230.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
222.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
220.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
218.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
214.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
208.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
202.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
199.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
197.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
191.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
189.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
188.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
188.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
182.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
180.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
180.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
179.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
178.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
176.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
176.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
176.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
175.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
175.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
175.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
173.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
171.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
171.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
170.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
169.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
168.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
168.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
167.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
166.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
165.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
165.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
164.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
163.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
158.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
158.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
157.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
157.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
156.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
155.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
155.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
154.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
154.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
154.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
153.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
153.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
152.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
152.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
151.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
149.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
148.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
147.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
147.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
147.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
146.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
146.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
145.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
145.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
143.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
142.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
141.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
140.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
139.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
139.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
138.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
137.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
137.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
137.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
137.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
137.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
137.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
137.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
135.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
134.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
133.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
131.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
131.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
131.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
130.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
130.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
129.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
128.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
127.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
126.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
126.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
126.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
126.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
122.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
122.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
122.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
122.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
121.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
121.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
121.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
120.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
120.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
119.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
119.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
119.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
118.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
118.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
118.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
117.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
117.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
117.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
116.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
116.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
116.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
116.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
116.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
114.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
113.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
111.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
111.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
110.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
110.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
109.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
109.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
109.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
108.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
107.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
107.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
107.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
107.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
106.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
106.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
105.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
105.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
104.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
104.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
104.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
104.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
104.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
103.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
103.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
102.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
102.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
102.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
102.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
101.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
100.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
100.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
100.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
100.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
99.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
98.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
98.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
98.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
97.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
97.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
96.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
96.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
96.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
95.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
95.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
94.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
93.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
93.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
93.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
92.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
92.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
92.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
91.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
91.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
90.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
90.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
90.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
89.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
89.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
88.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
88.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
88.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
87.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
87.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
87.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
86.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
86.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
85.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
85.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
85.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
85.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
85.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
85.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
85.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
85.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
84.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
84.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
84.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
83.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
83.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
83.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
83.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
83.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
82.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
82.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
82.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
82.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
81.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
81.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
81.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
80.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
80.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
80.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
80.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
79.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
79.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
78.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
78.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
77.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
77.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
76.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
76.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
76.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
75.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
75.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
75.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
74.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
73.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
73.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
72.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
72.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
71.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
71.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
70.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
69.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
69.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
69.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
68.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
68.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
67.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
66.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
65.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
65.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
64.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
64.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
63.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
62.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
62.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
61.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
58.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
58.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
54.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
53.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
52.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
52.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
52.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
51.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
48.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
48.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
48.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
44.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
42.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
41.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
40.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
39.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
39.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
39.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
39.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
37.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
35.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
35.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
32.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
7.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
0.6
CPT0077110003
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0001340003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0075560003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0065820001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0024670003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0077320001
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0021240003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0089040001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0065450001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0079380003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0001180009
Tumor
N/A
CPT0000870016
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0012370003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0092160003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0012670003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0065430003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0009020003
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0065690003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0009000003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0078530001
Normal
-0.5
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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
