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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.
FNBP1L 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
20.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
61.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
56.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
45.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
40.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
34.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
33.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
30.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
30.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
29.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
28.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
28.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
26.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
25.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
25.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
25.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
25.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
24.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
24.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
23.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
23.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
22.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
22.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
21.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
21.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
20.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
20.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
18.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
18.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
17.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
16.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
13.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
FNBP1L 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
25.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
148.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
74.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
69.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
67.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
61.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
61.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
60.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
57.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
57.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
54.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
51.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
51.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
50.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
50.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
49.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
49.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
48.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
48.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
48.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
47.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
47.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
47.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
47.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
47.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
47.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
47.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
46.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
46.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
46.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
46.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
45.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
44.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
44.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
44.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
44.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
44.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
44.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
43.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
43.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
43.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
43.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
43.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
42.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
42.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
42.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
42.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
42.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
42.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
42.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
42.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
42.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
42.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
41.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
41.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
41.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
41.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
40.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
40.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
40.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
40.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
40.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
40.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
40.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
40.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
40.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
39.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
39.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
39.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
39.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
39.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
39.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
39.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
38.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
38.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
38.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
38.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
38.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
38.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
38.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
37.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
37.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
37.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
37.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
37.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
37.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
36.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
36.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
36.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
36.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
36.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
36.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
36.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
36.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
36.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
36.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
35.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
35.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
35.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
35.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
35.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
35.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
35.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
35.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
35.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
34.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
34.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
34.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
34.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
34.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
34.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
34.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
34.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
33.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
33.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
33.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
33.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
33.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
33.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
33.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
32.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
32.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
32.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
32.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
32.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
32.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
32.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
32.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
32.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
31.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
31.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
31.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
31.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
31.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
31.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
31.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
31.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
31.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
31.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
31.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
31.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
31.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
30.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
30.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
30.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
30.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
30.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
30.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
30.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
30.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
30.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
30.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
30.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
30.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
30.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
30.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
29.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
29.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
29.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
29.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
29.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
29.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
29.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
29.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
29.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
29.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
28.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
28.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
28.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
28.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
28.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
28.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
28.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
28.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
27.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
27.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
27.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
27.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
27.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
27.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
27.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
27.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
27.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
27.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
26.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
26.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
26.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
26.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
26.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
26.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
26.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
26.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
26.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
25.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
25.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
25.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
25.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
25.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
25.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
25.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
25.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
25.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
25.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
24.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
24.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
24.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
24.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
24.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
24.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
24.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
24.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
24.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
24.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
24.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
23.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
23.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
23.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
23.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
23.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
23.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
23.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
23.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
23.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
23.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
23.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
23.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
23.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
23.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
22.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
22.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
22.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
22.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
21.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
21.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
21.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
21.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
21.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
21.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
20.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
20.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
20.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
20.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
20.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
20.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
19.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
19.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
19.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
19.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
19.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
19.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
18.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
18.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
18.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
18.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
17.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
17.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
16.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
16.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
16.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
16.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
15.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
15.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
14.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
13.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
11.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
10.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
7.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.9
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.
FNBP1L 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
31.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
75.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
60.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
60.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
58.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
56.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
53.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
52.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
50.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
50.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
50.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
49.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
49.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
48.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
46.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
44.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
44.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
43.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
43.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
42.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
39.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
39.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
39.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
38.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
37.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
36.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
36.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
36.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
35.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
35.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
34.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
34.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
34.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
34.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
33.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
32.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
32.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
31.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
31.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
31.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
30.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
30.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
29.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
29.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
28.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
27.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
27.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
27.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
26.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
26.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
25.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
25.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
24.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
24.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
23.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
23.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
21.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
21.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
20.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
20.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
18.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
15.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
12.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
FNBP1L 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
24.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
91.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
81.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
65.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
62.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
61.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
58.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
57.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
56.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
55.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
54.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
51.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
51.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
50.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
50.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
49.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
48.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
47.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
46.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
46.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
46.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
46.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
44.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
43.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
43.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
43.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
43.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
43.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
43.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
42.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
42.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
42.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
42.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
41.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
41.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
41.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
41.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
39.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
38.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
38.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
38.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
38.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
38.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
37.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
36.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
36.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
35.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
35.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
35.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
35.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
34.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
34.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
34.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
33.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
33.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
33.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
33.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
33.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
32.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
32.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
32.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
32.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
32.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
32.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
31.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
31.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
31.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
31.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
31.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
31.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
29.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
29.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
29.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
29.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
29.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
29.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
28.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
28.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
28.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
28.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
28.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
27.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
27.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
27.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
27.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
27.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
27.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
27.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
27.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
26.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
26.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
26.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
26.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
26.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
26.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
26.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
26.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
25.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
25.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
24.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
24.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
24.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
23.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
23.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
23.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
23.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
22.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
22.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
22.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
22.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
21.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
21.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
21.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
21.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
20.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
20.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
20.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
20.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
20.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
19.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
19.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
19.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
18.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
18.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
18.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
17.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
17.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
17.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
17.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
17.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
17.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
17.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
17.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
16.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
16.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
15.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
15.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
15.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
15.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
15.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
14.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
14.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
13.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
13.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
12.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
12.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
11.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
11.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
10.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
10.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
10.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
9.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
9.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
8.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
2.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0069160003
Tumor
0.9
CPT0088690003
Tumor
0.6
CPT0079180003
Tumor
0.4
CPT0025610001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0092310003
Normal
0.3
CPT0012090003
Normal
0.3
CPT0076350001
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0009080003
Normal
0.3
CPT0066430001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0002270011
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0025060001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0092740003
Normal
0.3
CPT0014350001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0018250001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0089480003
Normal
0.3
CPT0012370003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0079000001
Normal
0.3
CPT0078840001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0012640003
Normal
0.2
CPT0000790001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0007870001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0088780001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0010120001
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0086830003
Normal
0.2
CPT0088640003
Normal
0.2
CPT0065750003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0079510001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0025050003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0006900003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0012550003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0065690003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0025290003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0015910003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0001260009
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0014160003
Tumor
-0.5
CPT0079380003
Tumor
-0.5
CPT0081880003
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0023350003
Tumor
-0.7
CPT0012180003
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0088550004
Tumor
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
