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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.
FAM204A 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
9.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
26.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
24.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
24.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
22.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
20.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
18.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
15.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
14.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
13.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
12.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
11.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
10.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
10.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
8.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
6.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
FAM204A 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
22.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
61.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
56.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
56.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
53.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
49.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
47.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
43.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
41.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
40.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
40.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
40.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
39.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
39.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
38.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
37.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
37.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
37.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
37.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
36.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
36.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
35.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
35.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
34.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
34.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
34.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
34.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
34.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
34.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
34.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
33.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
33.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
33.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
32.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
32.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
32.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
32.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
32.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
32.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
32.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
32.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
31.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
31.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
31.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
31.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
31.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
31.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
31.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
31.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
31.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
31.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
31.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
31.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
31.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
30.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
30.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
30.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
30.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
30.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
30.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
30.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
30.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
30.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
30.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
30.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
30.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
30.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
30.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
30.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
30.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
30.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
30.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
30.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
30.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
30.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
29.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
29.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
29.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
29.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
29.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
29.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
29.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
29.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
29.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
29.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
29.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
29.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
28.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
28.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
28.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
28.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
28.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
28.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
28.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
28.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
28.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
28.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
28.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
28.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
28.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
27.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
27.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
27.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
27.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
27.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
27.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
27.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
27.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
27.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
27.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
27.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
27.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
27.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
27.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
27.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
26.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
26.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
26.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
26.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
26.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
26.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
26.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
26.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
26.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
26.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
26.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
26.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
26.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
26.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
26.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
26.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
26.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
26.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
26.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
25.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
25.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
25.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
25.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
25.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
25.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
25.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
25.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
25.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
25.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
25.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
25.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
25.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
24.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
24.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
24.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
24.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
24.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
24.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
24.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
24.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
24.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
24.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
24.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
24.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
24.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
24.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
24.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
24.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
24.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
23.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
23.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
23.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
23.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
23.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
23.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
23.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
23.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
23.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
23.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
22.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
22.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
22.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
22.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
22.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
22.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
21.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
21.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
21.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
21.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
21.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
21.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
21.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
21.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
21.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
21.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
21.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
21.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
21.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
21.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
21.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
21.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
21.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
20.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
20.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
20.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
20.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
20.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
19.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
19.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
19.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
19.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
19.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
19.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
18.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
18.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
18.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
18.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
18.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
18.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
18.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
18.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
18.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
18.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
17.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
17.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
16.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
16.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
16.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
15.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
15.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
15.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
FAM204A 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
29.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
50.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
47.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
46.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
46.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
44.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
42.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
40.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
40.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
40.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
40.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
39.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
38.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
38.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
38.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
38.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
37.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
37.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
37.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
37.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
37.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
36.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
36.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
35.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
35.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
35.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
35.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
34.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
33.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
33.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
33.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
32.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
32.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
31.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
31.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
31.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
31.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
31.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
31.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
29.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
29.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
28.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
27.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
26.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
26.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
25.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
25.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
25.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
24.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
24.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
24.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
22.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
21.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
20.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
20.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
20.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
14.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
FAM204A 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
13.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
39.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
36.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
35.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
35.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
31.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
30.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
30.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
30.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
30.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
28.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
28.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
28.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
28.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
27.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
27.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
26.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
26.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
25.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
24.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
24.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
24.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
24.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
23.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
23.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
23.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
22.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
22.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
22.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
22.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
22.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
22.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
21.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
21.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
21.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
20.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
20.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
20.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
20.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
20.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
19.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
19.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
18.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
18.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
18.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
17.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
17.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
17.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
16.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
16.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
16.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
16.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
16.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
16.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
16.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
16.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
15.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
15.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
15.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
14.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
13.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
11.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
10.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
9.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
9.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
8.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
8.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
7.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
5.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
4.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
2.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
2.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017850003
Tumor
2.3
CPT0025580004
Tumor
1.1
CPT0014370004
Tumor
1.0
CPT0078510003
Tumor
0.9
CPT0088630003
Tumor
0.8
CPT0010110003
Tumor
0.8
CPT0089460004
Tumor
0.7
CPT0012280003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0025060001
Normal
0.6
CPT0006440003
Tumor
0.6
CPT0025920001
Normal
0.6
CPT0089020003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0076330003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0088640003
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0092740003
Normal
0.4
CPT0026410003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0014130001
Normal
0.3
CPT0085670003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0092310003
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0025880003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0025050003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0086370003
Normal
0.1
CPT0079300001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0006730001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0020120003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0079230003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0079510001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0006900003
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0088710001
Normal
-0.3
CPT0006630003
Tumor
-0.3
CPT0079430001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0018250001
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0025230003
Tumor
-0.4
CPT0079410003
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0069190001
Normal
-0.5
CPT0088500001
Normal
-0.6
CPT0077310003
Tumor
-0.6
CPT0069160003
Tumor
-1.4
CPT0000790001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0092190003
Normal
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0066520001
Normal
N/A
CPT0001190001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0063320003
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0086970003
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0081990003
Tumor
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
