We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TM9SF2 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
65.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
222.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
161.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
143.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
126.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
116.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
107.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
100.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
98.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
98.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
94.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
92.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
91.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
90.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
90.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
85.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
83.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
81.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
80.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
77.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
77.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
76.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
75.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
72.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
71.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
69.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
67.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
67.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
66.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
65.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
64.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
64.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
64.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
64.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
61.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
61.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
58.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
58.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
56.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
54.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
52.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
50.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
49.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
47.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
46.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
46.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
45.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
42.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
42.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
39.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
38.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
36.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
32.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
30.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
29.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
26.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
26.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
25.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
24.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
16.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
13.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
TM9SF2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
75.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
240.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
220.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
187.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
180.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
175.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
163.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
160.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
148.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
146.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
145.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
144.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
144.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
143.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
142.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
140.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
138.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
137.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
136.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
135.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
131.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
130.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
129.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
129.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
128.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
128.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
127.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
126.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
126.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
125.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
123.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
123.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
121.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
121.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
120.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
119.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
118.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
118.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
116.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
116.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
114.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
114.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
114.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
114.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
114.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
113.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
113.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
113.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
112.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
112.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
112.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
111.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
111.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
111.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
111.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
111.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
111.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
110.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
109.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
109.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
109.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
108.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
108.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
108.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
107.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
107.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
107.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
107.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
107.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
106.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
106.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
106.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
106.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
106.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
106.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
106.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
106.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
105.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
105.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
105.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
104.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
103.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
103.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
102.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
102.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
102.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
101.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
101.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
101.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
101.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
101.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
101.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
101.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
101.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
100.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
100.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
100.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
100.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
100.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
100.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
100.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
100.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
99.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
99.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
99.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
99.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
99.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
99.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
98.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
98.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
97.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
97.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
97.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
97.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
97.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
97.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
97.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
97.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
96.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
96.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
96.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
96.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
96.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
95.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
95.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
95.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
95.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
95.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
95.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
94.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
94.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
94.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
94.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
94.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
93.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
93.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
93.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
93.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
93.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
93.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
93.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
93.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
93.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
93.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
93.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
92.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
92.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
92.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
92.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
92.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
92.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
91.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
91.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
91.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
91.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
91.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
91.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
90.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
90.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
90.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
90.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
90.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
90.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
90.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
90.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
90.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
90.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
90.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
89.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
89.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
89.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
89.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
89.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
88.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
88.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
88.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
88.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
88.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
88.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
88.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
88.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
88.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
88.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
87.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
87.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
86.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
86.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
86.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
86.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
86.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
86.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
85.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
85.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
85.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
85.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
85.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
84.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
84.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
84.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
84.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
84.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
84.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
84.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
84.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
84.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
84.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
84.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
84.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
84.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
84.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
83.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
83.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
83.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
83.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
83.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
82.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
82.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
82.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
82.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
81.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
81.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
81.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
81.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
80.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
80.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
80.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
80.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
80.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
80.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
79.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
79.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
79.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
78.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
78.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
78.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
78.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
78.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
78.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
78.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
78.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
78.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
77.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
77.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
77.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
77.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
77.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
77.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
76.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
76.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
76.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
76.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
76.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
76.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
75.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
75.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
75.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
75.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
75.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
75.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
74.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
74.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
74.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
74.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
74.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
74.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
73.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
73.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
73.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
73.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
73.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
72.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
72.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
72.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
72.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
72.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
72.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
72.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
72.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
72.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
72.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
71.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
71.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
71.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
71.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
71.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
71.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
71.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
71.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
70.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
70.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
70.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
70.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
70.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
69.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
69.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
69.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
69.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
69.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
69.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
69.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
69.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
69.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
68.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
68.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
68.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
68.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
68.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
68.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
68.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
68.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
67.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
67.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
66.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
66.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
66.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
66.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
66.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
66.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
65.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
65.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
65.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
65.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
65.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
64.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
64.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
64.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
64.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
64.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
64.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
64.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
64.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
63.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
63.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
63.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
63.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
63.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
63.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
63.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
63.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
62.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
62.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
62.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
62.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
62.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
62.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
61.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
61.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
61.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
61.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
60.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
60.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
60.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
60.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
60.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
60.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
60.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
60.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
59.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
59.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
59.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
58.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
58.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
58.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
58.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
58.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
58.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
57.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
57.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
57.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
57.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
57.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
57.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
57.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
57.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
57.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
56.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
56.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
56.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
56.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
55.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
55.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
55.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
55.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
55.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
55.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
55.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
54.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
54.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
54.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
54.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
53.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
53.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
53.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
53.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
53.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
53.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
53.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
52.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
52.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
52.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
52.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
51.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
51.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
50.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
50.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
50.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
50.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
50.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
49.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
48.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
48.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
48.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
47.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
47.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
47.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
47.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
47.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
47.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
47.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
46.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
46.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
45.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
45.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
45.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
45.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
45.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
44.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
44.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
44.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
43.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
43.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
42.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
42.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
42.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
42.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
41.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
40.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
40.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
40.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
39.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
39.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
39.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
38.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
38.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
38.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
38.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
38.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
38.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
38.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
37.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
37.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
36.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
36.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
35.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
35.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
35.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
34.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
33.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
33.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
33.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
32.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
32.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
31.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
31.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
31.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
31.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
31.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
31.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
31.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
30.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
30.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
30.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
29.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
29.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
29.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
27.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
27.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
27.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
27.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
27.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
26.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
25.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
24.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
24.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
23.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
22.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
22.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
20.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
19.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
19.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
17.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.0
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.
TM9SF2 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
103.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
227.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
199.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
183.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
169.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
158.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
156.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
156.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
152.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
148.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
144.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
143.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
141.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
141.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
140.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
139.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
139.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
138.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
136.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
134.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
134.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
131.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
131.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
130.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
126.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
125.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
123.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
123.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
122.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
121.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
119.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
117.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
116.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
116.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
116.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
114.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
114.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
114.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
113.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
112.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
112.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
110.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
109.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
109.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
108.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
108.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
107.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
104.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
102.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
102.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
100.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
97.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
97.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
96.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
95.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
95.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
94.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
93.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
92.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
92.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
90.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
90.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
88.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
88.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
87.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
85.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
84.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
84.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
82.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
82.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
81.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
79.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
79.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
78.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
78.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
77.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
77.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
76.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
74.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
74.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
74.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
74.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
73.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
72.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
70.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
70.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
68.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
68.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
67.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
66.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
66.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
65.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
64.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
61.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
61.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
60.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
56.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
52.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
52.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
42.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TM9SF2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
71.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
212.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
209.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
195.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
190.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
188.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
167.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
165.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
164.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
151.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
144.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
144.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
143.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
142.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
141.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
138.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
138.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
136.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
129.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
129.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
128.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
128.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
128.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
127.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
126.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
126.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
124.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
123.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
123.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
122.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
120.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
120.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
120.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
119.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
117.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
116.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
115.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
115.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
113.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
112.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
112.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
112.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
110.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
109.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
107.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
106.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
104.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
104.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
103.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
103.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
102.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
102.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
102.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
101.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
101.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
100.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
100.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
99.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
98.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
97.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
97.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
95.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
94.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
94.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
94.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
94.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
93.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
93.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
93.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
91.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
91.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
90.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
90.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
90.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
89.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
89.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
89.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
88.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
87.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
87.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
86.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
86.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
86.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
86.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
86.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
86.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
85.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
84.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
83.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
83.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
83.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
83.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
82.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
82.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
82.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
82.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
81.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
81.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
81.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
80.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
80.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
80.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
80.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
79.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
79.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
79.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
79.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
78.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
77.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
77.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
77.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
76.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
76.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
76.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
76.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
75.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
75.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
75.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
74.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
73.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
71.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
71.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
71.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
70.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
70.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
70.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
69.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
69.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
68.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
68.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
68.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
68.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
67.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
67.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
67.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
66.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
66.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
66.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
65.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
65.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
64.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
64.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
64.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
64.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
63.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
63.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
63.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
63.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
62.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
62.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
61.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
61.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
61.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
61.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
61.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
59.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
59.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
59.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
59.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
59.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
58.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
58.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
58.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
58.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
58.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
57.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
57.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
56.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
56.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
56.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
55.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
55.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
55.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
55.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
55.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
55.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
55.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
54.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
54.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
54.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
54.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
54.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
54.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
54.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
53.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
53.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
53.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
53.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
53.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
53.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
52.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
52.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
52.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
51.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
51.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
51.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
50.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
50.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
50.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
50.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
50.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
49.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
49.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
48.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
48.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
48.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
47.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
47.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
47.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
46.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
46.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
45.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
45.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
45.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
45.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
45.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
45.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
44.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
44.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
43.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
43.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
43.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
42.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
41.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
41.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
41.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
41.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
40.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
38.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
37.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
36.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
36.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
35.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
35.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
34.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
34.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
33.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
32.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
32.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
31.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
29.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
29.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
29.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
29.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
28.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
27.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
27.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
25.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
25.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
25.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
23.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
22.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
22.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
22.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
22.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
21.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
18.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
11.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023350003
Tumor
1.3
CPT0007320003
Tumor
0.9
CPT0065430003
Tumor
0.7
CPT0075130003
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0078800003
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0012280003
Tumor
0.7
CPT0078660003
Tumor
0.6
CPT0085670003
Tumor
0.6
CPT0079410003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0012550003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0079230003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0079180003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0000640003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0019130003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0089480003
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0066520001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0012080003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0017450001
Normal
-0.3
CPT0077490003
Tumor
-0.3
CPT0006530001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0065930003
Tumor
-0.3
CPT0069010001
Normal
-0.3
CPT0075560003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0025610001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0020020001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0002370001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0075720003
Tumor
-0.4
CPT0075570001
Normal
-0.4
CPT0007860003
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0066480003
Tumor
-0.5
CPT0012090003
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0092190003
Normal
-0.5
CPT0012770003
Normal
-0.6
CPT0009020003
Normal
-0.6
CPT0024680001
Normal
-0.8
CPT0012920003
Normal
-0.9
CPT0009080003
Normal
-0.9
CPT0011240003
Tumor
-1.0
CPT0017410003
Tumor
-1.6
Show allShow less
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
