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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.
FAM167B 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
13.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
33.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
30.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
29.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
27.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
26.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
24.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
22.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
21.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
21.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
21.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
20.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
18.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
17.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
17.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
16.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
15.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
13.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
9.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
7.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
6.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
4.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 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.
FAM167B is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
35.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
169.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
127.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
123.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
117.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
109.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
105.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
97.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
95.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
93.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
93.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
93.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
91.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
89.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
89.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
89.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
88.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
88.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
86.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
85.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
84.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
83.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
83.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
82.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
82.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
81.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
81.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
78.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
78.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
78.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
78.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
76.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
76.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
74.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
74.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
72.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
72.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
72.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
71.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
71.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
71.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
71.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
71.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
70.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
70.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
69.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
69.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
69.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
68.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
68.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
68.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
67.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
67.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
67.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
66.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
66.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
66.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
65.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
65.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
65.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
65.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
64.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
64.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
64.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
63.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
63.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
62.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
62.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
62.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
61.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
61.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
61.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
60.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
60.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
60.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
60.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
59.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
59.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
59.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
58.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
58.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
58.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
58.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
57.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
57.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
57.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
56.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
56.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
55.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
55.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
55.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
55.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
55.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
55.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
54.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
54.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
54.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
53.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
53.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
53.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
53.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
53.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
53.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
53.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
52.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
52.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
52.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
52.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
52.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
51.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
51.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
51.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
51.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
51.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
50.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
50.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
50.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
50.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
50.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
50.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
50.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
50.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
50.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
50.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
49.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
49.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
49.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
48.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
47.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
47.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
47.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
47.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
47.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
47.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
47.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
47.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
47.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
46.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
46.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
46.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
46.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
46.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
46.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
46.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
46.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
45.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
45.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
45.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
45.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
45.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
45.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
45.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
45.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
44.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
44.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
44.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
43.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
43.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
43.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
43.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
43.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
43.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
43.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
43.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
43.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
42.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
42.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
42.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
41.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
41.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
41.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
41.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
41.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
41.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
41.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
41.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
41.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
40.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
40.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
40.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
40.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
40.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
40.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
40.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
39.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
39.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
39.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
39.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
39.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
39.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
39.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
39.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
39.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
39.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
39.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
39.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
39.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
38.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
38.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
38.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
38.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
38.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
38.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
38.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
38.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
38.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
38.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
38.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
37.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
37.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
37.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
37.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
37.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
37.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
36.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
36.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
36.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
36.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
36.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
36.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
35.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
35.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
35.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
35.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
35.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
35.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
35.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
35.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
35.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
34.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
34.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
34.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
34.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
34.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
33.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
33.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
33.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
33.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
33.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
33.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
33.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
33.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
33.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
33.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
33.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
33.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
32.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
32.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
32.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
32.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
31.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
31.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
31.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
31.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
31.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
30.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
30.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
30.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
30.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
30.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
30.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
30.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
30.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
30.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
30.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
30.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
29.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
29.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
29.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
29.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
29.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
28.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
28.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
28.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
28.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
28.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
27.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
27.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
27.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
27.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
27.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
27.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
27.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
27.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
27.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
27.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
26.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
26.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
26.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
26.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
26.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
26.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
26.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
25.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
25.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
25.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
25.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
25.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
25.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
24.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
24.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
24.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
24.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
24.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
23.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
23.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
23.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
23.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
22.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
22.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
22.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
22.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
22.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
21.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
21.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
21.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
21.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
21.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
21.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
20.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
20.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
20.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
20.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
20.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
19.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
19.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
18.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
18.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
18.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
17.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
16.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
15.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
15.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
14.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
8.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
7.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
6.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
6.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
6.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
6.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
5.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
5.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
4.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
4.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
4.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
4.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
3.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
2.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 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.
FAM167B 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
24.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
81.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
67.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
64.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
61.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
61.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
58.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
47.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
46.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
43.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
42.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
42.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
41.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
40.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
40.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
40.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
40.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
40.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
39.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
39.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
38.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
38.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
37.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
36.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
35.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
34.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
34.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
30.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
30.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
29.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
28.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
27.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
27.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
26.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
26.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
25.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
24.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
22.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
21.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
20.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
18.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
18.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
15.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
14.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
12.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
12.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
11.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
8.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
8.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
8.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
7.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
6.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
5.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
5.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
5.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
4.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
3.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
FAM167B 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
9.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
77.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
61.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
60.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
52.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
38.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
34.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
28.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
24.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
21.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
21.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
19.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
18.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
18.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
17.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
16.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
16.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
16.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
16.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
15.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
15.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
14.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
14.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
13.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
12.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
12.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
12.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
11.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
11.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
11.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
10.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
9.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
9.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
9.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
9.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
9.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
9.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
9.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
9.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
9.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
9.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
8.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
8.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
7.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
7.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
7.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
7.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
7.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
7.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
7.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
7.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
7.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
7.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
7.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
7.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
6.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
6.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
6.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
6.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
6.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
6.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
6.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
5.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
5.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
5.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
5.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
5.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
5.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
5.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
5.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
4.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
4.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
4.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
4.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
4.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
4.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
4.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
4.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
4.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
4.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
4.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
4.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
4.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
4.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
4.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
4.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
4.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
4.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
3.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
3.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
3.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
3.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
3.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
3.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
3.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
3.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
3.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
3.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
3.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
3.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
2.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
2.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
2.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
2.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
