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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.
MTFP1 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
53.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
179.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
158.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
148.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
119.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
109.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
108.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
99.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
89.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
85.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
83.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
78.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
76.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
74.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
73.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
72.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
67.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
65.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
63.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
58.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
57.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
56.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
56.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
55.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
54.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
53.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
52.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
50.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
49.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
47.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
47.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
47.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
44.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
44.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
43.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
42.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
42.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
41.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
41.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
40.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
39.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
39.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
39.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
36.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
36.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
35.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
35.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
28.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
28.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
26.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
24.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
24.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
24.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
22.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
21.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
19.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
19.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
18.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTFP1 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
65.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
215.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
198.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
173.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
165.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
164.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
162.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
159.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
159.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
154.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
153.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
150.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
147.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
146.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
145.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
144.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
141.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
139.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
134.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
132.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
131.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
131.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
130.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
128.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
128.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
127.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
127.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
121.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
121.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
118.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
115.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
115.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
115.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
114.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
113.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
113.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
113.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
113.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
113.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
112.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
112.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
112.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
112.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
111.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
109.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
109.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
109.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
109.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
109.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
109.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
109.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
108.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
108.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
108.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
107.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
106.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
106.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
106.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
105.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
105.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
103.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
103.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
103.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
103.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
102.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
102.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
102.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
102.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
101.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
100.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
99.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
99.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
99.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
98.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
98.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
98.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
97.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
97.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
97.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
97.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
97.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
96.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
96.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
96.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
95.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
94.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
94.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
94.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
93.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
93.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
92.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
92.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
91.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
90.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
90.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
90.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
90.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
90.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
90.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
88.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
87.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
87.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
86.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
86.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
86.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
86.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
86.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
85.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
85.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
85.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
85.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
85.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
84.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
84.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
84.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
84.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
84.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
84.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
83.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
83.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
83.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
83.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
83.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
82.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
82.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
82.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
82.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
81.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
81.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
81.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
81.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
81.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
81.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
80.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
80.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
80.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
80.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
79.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
79.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
79.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
79.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
79.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
79.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
78.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
78.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
78.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
78.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
77.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
77.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
77.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
77.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
77.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
76.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
76.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
76.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
76.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
76.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
76.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
76.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
76.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
75.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
75.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
75.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
75.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
75.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
75.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
75.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
74.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
74.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
74.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
74.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
74.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
74.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
74.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
74.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
74.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
73.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
73.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
73.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
73.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
73.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
73.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
72.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
72.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
72.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
72.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
72.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
72.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
72.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
72.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
72.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
72.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
72.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
71.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
71.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
71.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
71.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
71.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
71.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
71.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
70.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
70.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
70.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
69.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
69.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
68.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
68.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
68.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
67.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
67.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
67.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
67.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
67.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
67.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
66.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
66.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
66.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
66.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
66.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
66.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
66.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
65.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
65.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
65.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
65.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
65.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
65.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
64.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
64.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
63.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
63.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
63.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
62.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
62.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
62.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
61.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
61.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
61.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
61.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
61.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
61.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
61.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
60.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
60.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
60.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
60.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
60.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
60.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
59.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
59.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
59.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
58.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
58.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
58.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
58.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
58.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
58.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
57.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
57.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
57.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
57.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
57.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
57.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
57.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
56.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
56.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
56.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
56.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
56.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
56.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
56.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
56.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
56.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
56.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
56.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
56.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
55.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
55.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
55.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
55.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
55.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
54.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
54.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
54.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
54.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
54.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
54.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
54.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
54.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
54.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
54.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
54.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
54.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
53.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
53.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
53.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
53.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
53.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
53.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
53.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
53.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
53.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
52.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
52.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
52.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
52.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
52.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
52.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
51.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
51.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
51.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
51.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
51.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
51.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
51.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
51.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
51.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
51.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
51.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
51.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
51.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
51.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
50.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
50.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
50.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
50.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
50.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
50.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
50.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
50.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
50.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
50.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
49.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
49.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
49.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
49.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
49.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
49.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
49.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
49.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
49.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
48.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
48.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
48.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
48.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
48.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
48.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
47.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
47.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
47.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
47.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
47.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
47.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
47.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
47.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
46.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
46.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
46.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
46.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
46.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
46.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
46.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
46.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
46.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
45.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
45.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
45.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
45.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
45.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
45.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
44.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
44.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
44.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
44.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
44.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
44.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
44.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
44.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
43.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
43.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
43.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
43.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
43.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
43.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
43.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
43.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
43.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
42.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
42.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
42.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
42.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
42.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
42.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
42.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
42.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
42.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
42.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
41.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
41.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
41.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
41.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
41.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
41.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
41.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
41.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
41.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
41.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
40.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
40.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
40.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
40.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
40.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
40.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
40.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
40.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
40.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
40.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
40.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
39.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
39.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
39.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
39.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
39.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
39.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
39.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
38.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
38.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
38.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
38.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
38.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
37.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
37.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
37.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
37.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
37.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
36.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
36.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
36.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
35.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
35.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
35.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
34.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
34.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
34.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
34.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
34.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
34.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
33.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
33.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
33.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
33.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
32.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
32.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
32.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
32.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
32.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
31.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
31.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
31.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
30.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
30.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
30.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
30.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
30.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
29.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
29.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
29.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
27.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
26.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
26.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
26.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
26.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
25.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
25.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
25.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
25.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
24.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
24.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
24.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
22.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
22.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
20.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
20.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
12.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
MTFP1 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
60.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
176.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
147.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
145.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
126.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
115.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
114.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
114.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
113.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
99.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
99.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
98.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
96.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
93.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
90.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
89.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
86.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
85.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
84.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
83.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
82.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
82.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
80.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
79.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
77.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
77.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
77.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
74.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
73.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
71.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
71.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
71.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
71.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
69.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
65.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
65.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
65.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
62.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
61.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
60.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
60.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
59.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
59.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
59.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
59.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
58.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
58.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
57.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
57.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
55.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
54.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
54.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
54.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
53.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
53.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
53.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
52.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
52.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
52.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
52.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
50.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
50.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
49.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
48.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
48.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
47.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
46.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
45.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
45.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
43.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
43.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
43.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
43.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
42.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
41.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
40.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
38.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
36.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
36.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
35.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
24.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
22.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
21.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
18.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
17.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTFP1 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
39.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
125.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
119.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
107.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
106.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
97.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
95.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
94.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
93.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
90.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
87.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
84.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
83.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
83.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
83.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
79.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
77.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
74.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
73.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
73.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
72.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
71.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
69.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
69.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
69.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
68.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
68.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
67.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
65.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
65.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
64.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
63.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
63.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
63.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
63.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
63.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
62.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
62.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
62.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
61.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
61.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
61.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
61.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
60.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
60.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
59.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
58.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
58.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
58.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
58.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
58.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
58.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
57.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
57.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
57.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
57.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
57.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
56.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
56.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
56.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
55.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
54.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
54.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
54.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
53.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
53.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
53.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
52.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
52.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
52.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
51.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
51.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
51.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
50.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
49.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
49.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
48.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
48.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
48.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
48.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
48.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
47.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
46.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
46.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
44.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
44.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
44.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
44.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
44.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
44.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
44.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
44.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
43.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
43.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
43.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
43.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
43.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
43.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
43.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
42.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
42.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
42.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
41.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
41.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
41.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
40.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
40.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
40.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
40.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
40.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
40.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
40.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
40.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
40.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
39.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
39.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
39.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
39.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
39.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
39.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
39.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
38.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
38.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
38.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
38.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
38.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
38.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
38.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
37.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
37.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
37.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
37.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
36.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
36.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
36.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
36.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
36.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
36.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
36.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
36.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
36.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
36.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
36.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
35.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
35.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
35.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
34.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
34.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
33.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
33.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
33.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
33.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
33.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
32.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
32.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
32.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
32.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
31.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
31.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
31.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
31.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
31.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
31.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
31.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
30.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
30.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
30.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
29.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
29.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
29.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
29.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
28.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
28.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
28.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
28.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
27.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
27.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
27.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
27.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
27.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
27.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
27.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
26.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
26.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
26.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
26.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
26.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
26.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
26.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
26.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
25.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
25.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
25.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
24.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
24.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
24.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
24.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
24.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
24.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
23.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
23.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
22.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
22.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
22.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
21.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
20.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
20.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
20.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
20.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
19.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
19.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
19.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
18.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
15.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
14.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
13.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
13.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
12.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
10.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
9.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
9.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
5.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0024670003
Tumor
2.0
CPT0078660003
Tumor
1.9
CPT0001500009
Tumor
1.5
CPT0092290003
Tumor
1.4
CPT0001180009
Tumor
1.3
CPT0014370004
Tumor
1.3
CPT0012670003
Tumor
1.3
CPT0025110003
Tumor
1.2
CPT0015730003
Tumor
1.2
CPT0069000003
Tumor
1.1
CPT0086870003
Tumor
1.1
CPT0086030003
Tumor
1.1
CPT0009000003
Tumor
1.1
CPT0088690003
Tumor
1.1
CPT0001260009
Tumor
1.1
CPT0012550003
Tumor
1.0
CPT0081880003
Tumor
1.0
CPT0006440003
Tumor
1.0
CPT0089460004
Tumor
1.0
CPT0025880003
Tumor
0.9
CPT0064370003
Tumor
0.9
CPT0088630003
Tumor
0.9
CPT0012900004
Tumor
0.9
CPT0025050003
Tumor
0.9
CPT0079270003
Tumor
0.9
CPT0086950003
Tumor
0.8
CPT0000780007
Tumor
0.8
CPT0014450004
Tumor
0.7
CPT0000640003
Tumor
0.7
CPT0001540009
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0087040003
Tumor
0.6
CPT0065750003
Tumor
0.6
CPT0079480003
Tumor
0.6
CPT0021240003
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0012080003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0065810003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0081620001
Normal
0.3
CPT0078830003
Tumor
0.3
CPT0077310003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0086360003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0001220008
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0017410003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0026420001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0071150004
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0088500001
Normal
-0.3
CPT0077490003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0010110003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0012280003
Tumor
-0.3
CPT0014350001
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0001230001
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0065450001
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0092730003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0089020003
Tumor
-0.4
CPT0077500001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0081990003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0088780001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0001340003
Tumor
-0.4
CPT0023710001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0079380003
Tumor
-0.4
CPT0063330001
Normal
-0.4
CPT0002370001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0020020001
Normal
-0.5
CPT0079180003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0000890001
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0007870001
Normal
-0.5
CPT0063630003
Tumor
-0.5
CPT0079430001
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0012180003
Tumor
-0.5
CPT0078840001
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0011240003
Tumor
-0.6
CPT0088920001
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0069190001
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0066520001
Normal
-0.6
CPT0079000001
Normal
-0.6
CPT0086890003
Normal
-0.6
CPT0078800003
Tumor
-0.6
CPT0086970003
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0065870003
Tumor
-0.6
CPT0020130001
Normal
-0.7
CPT0088760003
Tumor
-0.7
CPT0000660001
Normal
-0.7
CPT0088570001
Normal
-0.7
CPT0078990003
Tumor
-0.7
CPT0089480003
Normal
-0.7
CPT0012640003
Normal
-0.7
CPT0079510001
Normal
-0.8
CPT0025170003
Tumor
-0.8
CPT0088710001
Normal
-0.8
CPT0086830003
Normal
-0.8
CPT0065820001
Normal
-0.8
CPT0017850003
Tumor
-0.8
CPT0066480003
Tumor
-0.8
CPT0092740003
Normal
-0.8
CPT0075570001
Normal
-0.9
CPT0063640001
Normal
-0.9
CPT0075170001
Normal
-0.9
CPT0088550004
Tumor
-1.0
CPT0092190003
Normal
-1.1
CPT0084590001
Normal
-1.1
CPT0011410003
Tumor
-1.1
CPT0077320001
Normal
-1.2
CPT0007320003
Tumor
-1.2
CPT0001270001
Normal
-1.2
CPT0015910003
Tumor
-1.4
CPT0088970003
Tumor
-1.6
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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
