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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.
TIMM50 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
61.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
136.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
123.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
121.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
87.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
82.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
82.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
80.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
79.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
78.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
77.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
77.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
75.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
74.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
72.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
72.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
71.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
70.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
70.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
69.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
69.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
68.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
68.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
66.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
66.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
65.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
64.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
63.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
63.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
62.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
61.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
61.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
60.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
60.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
60.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
59.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
59.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
59.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
58.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
57.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
57.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
57.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
57.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
56.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
55.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
53.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
51.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
49.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
49.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
49.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
49.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
47.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
45.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
44.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
43.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
43.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
42.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
42.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
39.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
36.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
32.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
28.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
26.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
20.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 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.
TIMM50 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
42.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
128.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
103.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
98.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
94.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
91.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
80.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
80.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
77.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
76.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
76.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
76.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
76.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
71.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
69.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
68.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
68.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
68.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
68.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
67.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
67.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
66.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
64.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
63.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
63.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
63.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
62.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
62.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
62.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
62.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
62.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
61.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
61.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
60.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
60.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
59.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
59.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
59.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
58.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
58.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
58.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
58.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
58.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
58.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
58.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
58.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
57.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
57.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
57.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
57.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
57.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
56.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
56.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
56.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
56.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
56.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
56.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
56.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
55.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
55.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
55.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
55.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
55.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
55.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
55.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
55.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
55.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
54.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
54.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
54.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
54.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
54.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
54.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
53.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
53.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
53.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
53.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
53.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
52.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
52.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
52.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
52.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
52.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
52.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
52.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
52.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
52.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
52.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
52.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
51.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
51.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
51.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
51.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
51.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
51.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
51.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
51.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
51.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
51.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
51.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
51.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
51.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
50.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
50.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
50.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
50.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
50.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
50.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
50.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
50.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
50.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
50.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
49.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
49.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
49.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
49.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
49.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
49.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
49.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
49.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
49.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
48.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
48.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
48.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
48.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
48.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
48.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
48.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
48.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
48.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
48.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
48.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
48.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
47.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
47.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
47.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
47.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
47.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
47.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
47.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
47.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
47.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
47.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
47.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
47.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
47.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
47.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
47.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
47.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
47.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
47.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
47.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
47.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
46.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
46.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
46.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
46.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
46.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
46.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
46.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
46.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
46.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
46.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
46.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
46.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
46.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
46.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
46.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
45.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
45.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
45.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
45.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
45.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
45.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
45.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
45.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
45.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
45.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
45.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
45.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
45.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
44.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
44.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
44.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
44.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
44.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
44.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
44.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
44.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
44.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
44.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
44.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
44.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
43.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
43.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
43.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
43.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
43.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
43.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
43.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
43.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
43.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
43.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
43.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
43.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
43.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
43.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
43.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
43.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
42.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
42.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
42.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
42.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
42.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
42.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
42.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
42.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
42.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
42.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
42.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
42.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
42.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
42.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
42.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
42.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
42.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
42.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
42.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
42.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
42.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
41.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
41.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
41.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
41.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
41.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
41.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
41.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
41.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
41.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
41.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
41.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
41.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
41.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
41.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
41.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
41.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
41.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
41.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
41.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
41.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
41.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
41.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
41.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
40.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
40.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
40.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
40.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
40.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
40.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
40.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
40.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
40.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
40.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
40.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
40.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
40.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
40.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
39.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
39.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
39.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
39.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
39.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
39.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
39.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
39.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
39.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
39.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
39.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
39.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
39.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
39.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
39.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
38.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
38.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
38.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
38.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
38.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
38.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
38.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
38.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
38.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
38.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
38.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
38.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
38.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
38.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
38.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
38.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
38.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
38.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
38.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
38.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
38.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
38.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
38.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
37.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
37.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
37.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
37.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
37.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
37.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
37.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
37.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
37.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
37.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
37.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
37.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
37.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
37.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
36.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
36.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
36.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
36.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
36.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
36.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
36.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
36.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
36.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
36.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
36.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
36.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
36.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
36.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
36.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
36.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
36.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
36.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
36.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
36.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
36.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
36.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
35.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
35.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
35.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
35.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
35.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
35.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
35.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
35.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
35.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
35.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
35.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
35.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
34.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
34.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
34.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
34.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
34.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
34.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
34.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
34.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
34.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
34.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
34.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
33.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
33.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
33.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
33.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
33.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
33.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
33.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
33.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
33.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
32.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
32.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
32.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
32.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
32.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
32.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
32.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
32.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
32.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
32.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
32.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
32.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
31.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
31.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
31.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
31.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
31.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
31.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
31.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
31.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
31.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
31.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
31.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
31.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
31.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
31.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
31.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
30.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
30.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
30.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
30.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
30.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
30.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
30.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
30.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
30.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
30.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
30.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
30.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
30.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
29.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
29.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
29.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
29.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
29.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
29.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
28.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
27.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
27.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
27.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
27.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
27.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
27.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
27.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
27.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
27.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
27.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
26.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
26.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
25.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
25.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
24.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
24.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
23.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
23.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
23.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
22.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
22.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
21.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
21.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
20.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
18.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
TIMM50 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
50.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
346.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
81.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
75.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
68.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
67.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
66.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
64.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
63.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
63.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
63.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
63.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
62.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
62.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
62.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
61.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
61.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
60.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
60.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
59.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
59.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
58.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
58.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
58.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
56.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
55.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
53.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
53.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
52.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
52.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
52.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
52.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
51.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
51.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
51.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
50.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
50.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
50.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
50.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
48.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
48.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
48.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
48.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
48.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
47.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
47.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
46.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
46.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
45.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
45.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
45.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
45.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
45.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
45.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
43.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
43.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
43.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
42.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
42.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
42.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
42.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
41.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
41.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
41.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
41.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
41.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
41.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
41.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
40.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
40.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
40.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
39.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
39.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
38.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
38.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
36.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
36.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
34.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
34.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
34.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
34.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
33.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
32.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
32.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
32.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
31.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
31.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
TIMM50 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
57.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
124.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
112.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
109.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
106.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
102.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
99.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
99.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
96.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
96.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
93.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
91.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
91.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
90.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
89.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
89.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
89.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
88.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
87.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
87.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
85.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
84.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
84.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
84.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
84.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
83.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
82.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
81.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
80.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
80.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
80.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
79.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
79.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
79.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
77.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
76.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
76.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
76.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
76.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
75.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
75.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
75.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
74.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
74.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
74.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
73.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
73.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
73.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
73.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
73.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
72.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
72.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
72.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
72.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
72.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
71.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
71.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
71.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
70.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
70.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
70.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
70.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
70.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
69.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
69.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
69.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
69.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
69.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
69.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
69.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
68.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
68.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
68.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
68.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
67.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
67.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
67.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
67.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
67.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
66.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
66.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
66.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
66.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
66.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
66.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
66.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
66.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
65.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
65.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
65.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
65.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
65.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
65.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
64.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
64.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
64.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
64.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
64.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
64.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
64.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
64.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
64.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
64.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
64.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
64.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
64.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
63.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
63.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
63.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
63.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
63.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
63.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
63.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
63.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
62.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
62.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
62.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
62.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
61.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
61.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
61.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
61.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
60.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
60.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
60.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
60.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
60.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
60.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
60.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
59.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
59.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
59.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
59.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
59.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
59.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
58.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
58.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
58.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
58.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
58.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
58.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
58.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
58.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
57.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
57.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
57.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
57.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
57.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
57.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
57.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
57.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
57.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
56.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
56.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
56.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
56.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
56.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
56.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
55.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
55.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
55.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
55.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
55.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
55.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
55.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
55.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
55.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
54.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
54.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
54.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
54.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
54.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
54.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
53.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
53.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
53.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
52.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
52.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
52.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
52.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
52.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
52.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
51.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
51.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
50.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
50.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
50.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
50.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
50.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
49.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
49.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
49.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
49.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
48.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
48.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
48.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
48.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
48.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
48.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
48.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
48.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
48.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
47.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
47.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
47.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
47.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
46.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
46.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
46.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
45.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
45.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
45.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
45.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
45.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
44.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
44.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
44.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
44.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
44.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
44.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
44.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
43.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
43.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
43.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
42.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
40.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
40.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
40.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
40.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
40.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
40.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
39.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
39.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
39.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
39.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
38.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
37.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
37.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
37.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
37.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
37.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
36.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
36.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
35.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
35.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
35.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
34.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
34.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
34.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
34.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
33.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
33.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
33.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
31.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
31.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
31.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
30.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
30.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
29.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
29.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
28.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
27.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
26.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
25.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
24.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
23.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
18.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
16.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
16.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
7.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
5.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.2
CPT0002270011
Tumor
1.1
CPT0065450001
Normal
0.9
CPT0000790001
Normal
0.8
CPT0079180003
Tumor
0.7
CPT0078840001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0088780001
Normal
0.7
CPT0088920001
Normal
0.7
CPT0010170001
Normal
0.6
CPT0088970003
Tumor
0.6
CPT0092800003
Normal
0.6
CPT0066430001
Normal
0.6
CPT0023350003
Tumor
0.5
CPT0026420001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0001350001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0006730001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0025060001
Normal
0.4
CPT0012770003
Normal
0.4
CPT0081620001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0078670001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0001180009
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0079430001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0014130001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0077140001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0014470001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0089040001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0000660001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0014450004
Tumor
0.3
CPT0014350001
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0000890001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0086890003
Normal
0.2
CPT0064400001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0078530001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0079300001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0001540009
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0079270003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0015810003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0012550003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0001220008
Tumor
-0.4
CPT0012920003
Normal
-0.4
CPT0076330003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0075720003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0087040003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0079230003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0000870016
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0089020003
Tumor
-0.6
CPT0025170003
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0011410003
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0012370003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0084560003
Tumor
-0.6
CPT0079380003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0011240003
Tumor
-0.7
CPT0066470004
Tumor
-0.8
CPT0025290003
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0077490003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0017410003
Tumor
-0.9
CPT0012900004
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0078510003
Tumor
-0.9
CPT0066480003
Tumor
-0.9
CPT0077310003
Tumor
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
