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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TGIF1 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
32.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
113.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
98.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
77.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
72.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
69.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
66.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
62.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
58.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
56.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
55.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
52.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
51.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
50.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
48.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
45.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
40.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
39.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
36.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
35.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
35.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
35.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
34.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
33.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
32.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
30.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
30.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
30.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
29.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
29.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
28.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
27.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
25.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
24.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
23.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
21.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
19.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
19.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
19.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
18.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
18.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
18.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
18.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
17.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
16.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
14.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
12.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TGIF1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
54.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
219.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
206.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
166.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
164.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
126.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
125.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
120.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
116.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
116.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
116.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
113.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
113.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
109.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
108.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
108.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
106.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
106.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
105.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
103.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
101.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
100.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
100.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
98.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
98.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
97.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
94.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
94.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
94.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
94.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
94.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
92.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
92.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
91.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
90.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
90.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
89.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
88.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
88.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
87.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
86.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
84.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
83.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
82.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
81.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
81.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
81.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
81.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
80.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
80.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
80.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
80.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
79.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
79.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
79.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
79.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
78.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
78.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
78.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
78.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
78.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
77.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
77.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
76.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
76.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
75.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
75.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
75.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
75.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
75.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
75.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
74.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
74.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
74.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
73.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
73.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
73.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
73.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
73.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
73.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
72.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
72.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
72.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
72.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
72.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
72.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
71.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
70.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
70.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
70.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
70.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
69.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
69.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
68.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
68.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
67.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
67.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
67.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
67.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
67.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
67.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
67.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
66.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
66.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
66.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
66.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
65.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
65.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
65.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
65.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
64.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
64.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
64.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
64.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
64.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
64.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
63.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
63.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
63.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
63.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
62.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
62.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
62.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
62.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
62.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
62.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
62.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
62.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
62.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
62.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
62.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
62.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
61.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
61.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
61.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
61.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
61.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
61.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
61.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
61.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
60.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
60.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
60.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
60.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
60.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
60.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
60.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
60.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
60.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
60.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
60.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
60.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
59.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
59.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
59.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
59.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
59.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
59.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
59.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
59.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
59.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
59.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
59.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
59.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
58.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
58.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
58.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
58.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
58.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
58.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
58.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
58.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
57.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
57.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
57.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
57.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
57.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
57.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
57.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
57.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
57.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
57.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
56.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
56.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
56.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
56.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
56.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
56.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
56.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
56.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
56.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
56.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
55.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
55.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
55.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
55.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
55.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
55.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
54.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
54.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
54.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
54.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
54.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
54.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
54.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
54.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
53.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
53.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
53.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
53.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
53.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
53.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
53.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
53.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
53.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
53.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
53.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
53.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
52.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
52.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
52.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
52.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
52.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
52.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
52.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
52.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
52.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
52.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
52.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
52.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
52.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
51.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
51.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
51.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
51.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
51.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
51.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
51.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
51.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
51.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
51.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
51.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
51.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
50.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
50.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
50.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
50.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
50.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
50.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
50.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
50.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
50.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
50.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
50.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
50.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
50.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
50.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
50.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
49.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
49.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
49.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
49.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
49.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
49.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
49.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
49.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
49.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
49.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
49.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
49.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
49.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
48.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
48.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
48.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
48.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
48.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
48.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
48.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
48.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
48.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
48.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
47.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
47.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
47.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
47.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
47.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
47.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
47.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
47.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
47.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
47.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
46.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
46.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
46.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
46.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
46.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
46.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
46.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
46.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
46.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
46.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
46.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
46.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
46.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
46.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
46.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
46.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
46.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
46.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
46.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
45.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
45.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
45.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
45.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
45.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
45.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
44.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
44.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
44.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
44.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
44.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
44.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
44.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
44.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
44.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
44.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
44.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
44.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
44.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
44.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
44.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
44.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
43.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
43.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
43.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
43.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
43.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
43.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
43.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
43.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
43.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
43.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
43.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
42.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
42.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
42.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
42.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
42.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
42.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
42.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
42.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
42.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
42.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
42.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
42.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
42.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
42.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
41.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
41.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
41.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
41.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
41.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
41.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
41.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
41.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
41.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
41.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
41.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
41.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
41.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
41.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
41.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
41.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
40.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
40.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
40.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
40.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
40.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
40.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
40.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
40.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
40.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
40.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
40.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
40.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
40.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
40.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
40.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
40.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
39.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
39.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
39.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
39.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
39.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
39.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
39.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
39.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
39.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
39.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
38.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
38.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
38.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
38.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
38.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
38.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
38.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
38.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
38.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
37.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
37.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
37.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
37.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
37.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
37.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
37.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
37.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
36.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
36.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
36.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
36.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
36.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
36.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
36.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
36.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
36.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
36.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
35.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
35.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
35.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
35.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
35.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
34.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
34.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
34.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
34.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
33.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
33.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
33.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
33.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
33.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
33.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
33.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
33.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
33.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
33.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
33.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
32.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
32.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
32.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
32.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
32.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
32.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
31.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
30.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
30.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
30.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
30.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
30.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
30.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
29.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
29.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
29.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
29.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
29.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
29.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
29.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
28.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
28.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
28.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
28.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
28.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
27.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
27.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
26.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
26.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
25.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
25.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
25.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
24.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
24.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
24.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TGIF1 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
55.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
174.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
98.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
92.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
83.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
83.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
80.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
80.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
79.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
79.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
77.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
76.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
75.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
75.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
74.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
74.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
73.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
73.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
73.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
71.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
68.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
66.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
66.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
66.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
66.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
66.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
65.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
65.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
64.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
63.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
63.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
63.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
61.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
60.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
59.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
59.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
59.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
58.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
58.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
57.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
56.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
56.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
56.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
55.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
54.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
54.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
52.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
52.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
52.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
51.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
51.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
51.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
50.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
50.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
50.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
49.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
48.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
48.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
47.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
47.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
46.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
43.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
42.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
41.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
41.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
40.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
40.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
40.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
40.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
40.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
39.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
39.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
39.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
39.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
36.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
35.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
34.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
33.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
32.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
32.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
32.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
30.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
29.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
28.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 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.
TGIF1 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
120.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
382.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
348.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
320.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
300.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
297.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
285.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
283.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
279.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
278.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
256.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
256.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
245.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
240.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
238.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
233.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
232.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
231.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
224.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
223.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
222.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
221.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
220.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
220.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
218.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
207.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
201.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
201.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
199.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
197.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
197.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
194.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
193.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
193.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
191.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
191.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
190.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
190.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
190.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
189.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
189.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
189.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
189.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
189.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
188.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
186.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
181.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
181.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
181.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
180.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
178.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
175.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
174.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
172.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
172.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
172.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
171.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
170.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
169.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
169.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
168.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
164.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
162.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
162.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
161.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
161.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
158.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
157.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
157.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
157.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
156.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
155.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
154.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
154.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
154.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
153.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
150.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
150.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
149.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
148.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
148.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
148.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
146.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
145.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
144.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
144.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
144.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
144.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
143.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
142.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
142.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
141.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
141.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
140.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
139.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
139.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
138.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
138.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
135.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
135.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
134.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
134.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
133.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
133.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
133.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
133.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
133.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
132.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
130.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
130.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
129.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
128.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
128.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
126.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
126.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
126.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
125.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
125.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
125.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
124.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
124.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
124.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
124.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
123.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
121.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
121.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
120.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
120.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
120.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
120.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
116.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
115.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
115.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
115.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
114.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
111.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
111.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
110.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
110.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
110.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
109.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
109.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
108.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
108.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
108.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
107.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
107.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
107.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
107.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
107.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
104.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
104.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
104.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
102.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
102.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
101.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
101.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
101.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
101.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
100.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
99.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
98.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
97.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
97.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
97.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
96.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
96.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
96.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
96.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
96.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
95.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
95.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
95.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
95.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
94.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
93.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
93.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
92.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
91.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
91.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
90.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
90.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
90.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
89.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
87.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
87.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
86.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
86.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
86.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
84.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
83.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
83.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
83.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
82.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
82.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
82.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
81.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
79.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
79.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
78.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
78.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
78.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
77.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
76.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
76.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
76.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
76.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
75.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
75.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
73.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
73.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
73.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
73.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
72.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
72.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
72.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
70.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
69.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
69.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
68.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
67.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
67.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
66.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
66.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
66.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
65.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
64.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
64.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
64.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
63.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
63.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
63.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
63.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
62.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
61.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
61.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
60.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
59.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
58.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
56.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
55.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
55.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
54.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
54.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
53.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
52.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
52.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
52.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
51.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
51.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
51.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
51.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
50.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
50.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
49.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
49.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
46.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
44.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
42.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
42.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
41.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
38.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
38.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
37.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
36.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
35.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
35.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
34.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
33.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
31.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
31.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
31.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
31.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
28.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
24.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
23.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
23.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
12.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
1.9
CPT0069160003
Tumor
1.6
CPT0065750003
Tumor
1.4
CPT0063320003
Tumor
1.4
CPT0015910003
Tumor
1.3
CPT0019130003
Tumor
1.2
CPT0006900003
Tumor
1.2
CPT0088550004
Tumor
1.2
CPT0069190001
Normal
1.2
CPT0064370003
Tumor
1.2
CPT0019990003
Tumor
1.1
CPT0089020003
Tumor
1.1
CPT0011410003
Tumor
1.1
CPT0066480003
Tumor
1.0
CPT0000640003
Tumor
1.0
CPT0001220008
Tumor
1.0
CPT0077310003
Tumor
1.0
CPT0063630003
Tumor
1.0
CPT0075560003
Tumor
1.0
CPT0065930003
Tumor
0.9
CPT0075170001
Normal
0.8
CPT0002350011
Tumor
0.8
CPT0087040003
Tumor
0.7
CPT0006440003
Tumor
0.7
CPT0084560003
Tumor
0.7
CPT0078930003
Tumor
0.6
CPT0079510001
Normal
0.6
CPT0023690003
Tumor
0.6
CPT0085670003
Tumor
0.6
CPT0088900003
Tumor
0.6
CPT0014370004
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0078510003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0079380003
Tumor
0.5
CPT0007320003
Tumor
0.4
CPT0076350001
Normal
0.4
CPT0092160003
Tumor
0.4
CPT0009020003
Normal
0.4
CPT0086030003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0012900004
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0001550001
Normal
0.3
CPT0012550003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0071150004
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0010120001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0020120003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0075130003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0088780001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0079480003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0001350001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0025350003
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0017410003
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0081600003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0086890003
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0079300001
Normal
-0.4
CPT0012280003
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0066430001
Normal
-0.4
CPT0001500009
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0088640003
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0092790003
Tumor
-0.5
CPT0001340003
Tumor
-0.5
CPT0012570003
Normal
-0.5
CPT0009080003
Normal
-0.5
CPT0014130001
Normal
-0.5
CPT0010110003
Tumor
-0.5
CPT0002270011
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0081620001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0088710001
Normal
-0.5
CPT0088570001
Normal
-0.5
CPT0086370003
Normal
-0.6
CPT0086820003
Tumor
-0.6
CPT0000890001
Normal
-0.6
CPT0025050003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0079000001
Normal
-0.6
CPT0088630003
Tumor
-0.6
CPT0086830003
Normal
-0.6
CPT0023710001
Normal
-0.6
CPT0025290003
Tumor
-0.6
CPT0078940001
Normal
-0.6
CPT0077500001
Normal
-0.6
CPT0024670003
Tumor
-0.7
CPT0092310003
Normal
-0.7
CPT0088500001
Normal
-0.7
CPT0023350003
Tumor
-0.7
CPT0010170001
Normal
-0.7
CPT0065820001
Normal
-0.7
CPT0001230001
Normal
-0.7
CPT0065450001
Normal
-0.7
CPT0079180003
Tumor
-0.7
CPT0025610001
Normal
-0.7
CPT0001540009
Tumor
-0.7
CPT0025060001
Normal
-0.7
CPT0026420001
Normal
-0.8
CPT0086950003
Tumor
-0.8
CPT0082010001
Normal
-0.8
CPT0000790001
Normal
-0.8
CPT0092740003
Normal
-0.8
CPT0001180009
Tumor
-0.8
CPT0014450004
Tumor
-0.8
CPT0078990003
Tumor
-0.9
CPT0007870001
Normal
-0.9
CPT0064400001
Normal
-0.9
CPT0001190001
Normal
-0.9
CPT0001510001
Normal
-0.9
CPT0077110003
Tumor
-0.9
CPT0001260009
Tumor
-1.0
CPT0079430001
Normal
-1.0
CPT0017450001
Normal
-1.0
CPT0063640001
Normal
-1.1
CPT0023360001
Normal
-1.1
CPT0000660001
Normal
-1.2
CPT0026410003
Tumor
-1.2
CPT0078800003
Tumor
-1.2
CPT0088970003
Tumor
-1.3
CPT0092800003
Normal
-1.3
CPT0079270003
Tumor
-1.3
CPT0001270001
Normal
-1.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
