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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.
UFSP2 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
21.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
83.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
83.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
64.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
54.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
51.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
46.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
42.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
39.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
37.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
30.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
25.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
24.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
24.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
23.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
23.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
21.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
21.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
19.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
17.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
16.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
16.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
15.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
15.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
14.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
14.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
12.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
UFSP2 is validated 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
27.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
58.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
56.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
55.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
54.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
52.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
52.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
51.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
51.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
51.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
50.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
50.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
50.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
50.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
50.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
50.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
49.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
47.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
47.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
46.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
46.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
45.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
45.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
45.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
45.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
45.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
45.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
44.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
44.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
43.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
43.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
43.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
43.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
43.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
43.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
43.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
43.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
42.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
42.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
42.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
41.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
41.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
41.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
41.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
41.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
41.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
41.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
40.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
40.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
40.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
40.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
40.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
40.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
40.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
39.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
39.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
39.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
39.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
39.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
39.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
39.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
38.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
38.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
38.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
38.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
38.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
38.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
38.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
38.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
38.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
37.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
37.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
37.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
37.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
37.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
37.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
37.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
37.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
37.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
37.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
37.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
36.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
36.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
36.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
36.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
36.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
36.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
36.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
36.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
36.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
36.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
36.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
36.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
36.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
36.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
36.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
36.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
36.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
35.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
35.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
35.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
35.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
35.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
35.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
35.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
35.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
35.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
35.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
35.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
35.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
35.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
35.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
35.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
35.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
34.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
34.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
34.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
34.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
34.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
34.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
34.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
34.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
34.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
34.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
34.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
34.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
34.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
34.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
34.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
34.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
34.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
33.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
33.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
33.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
33.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
33.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
33.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
33.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
33.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
33.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
33.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
33.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
33.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
33.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
33.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
32.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
32.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
32.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
32.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
32.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
32.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
32.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
32.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
32.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
32.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
32.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
32.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
32.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
31.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
31.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
31.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
31.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
31.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
31.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
31.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
31.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
31.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
31.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
31.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
31.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
31.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
31.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
31.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
30.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
30.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
30.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
30.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
30.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
30.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
30.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
30.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
30.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
30.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
30.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
30.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
30.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
30.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
29.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
29.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
29.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
29.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
29.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
29.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
29.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
29.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
29.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
29.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
28.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
28.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
28.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
28.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
28.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
28.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
28.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
28.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
28.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
28.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
28.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
28.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
28.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
28.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
27.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
27.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
27.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
27.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
27.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
27.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
27.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
27.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
27.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
27.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
27.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
27.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
27.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
27.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
27.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
26.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
26.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
26.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
26.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
26.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
26.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
26.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
26.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
26.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
26.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
26.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
25.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
25.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
25.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
25.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
25.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
25.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
25.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
25.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
25.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
25.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
25.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
24.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
24.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
24.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
24.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
24.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
24.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
24.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
24.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
24.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
24.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
23.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
23.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
23.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
23.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
23.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
23.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
23.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
23.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
23.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
23.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
23.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
22.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
22.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
22.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
22.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
22.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
22.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
22.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
22.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
22.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
21.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
21.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
21.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
21.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
21.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
20.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
20.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
20.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
20.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
20.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
20.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
20.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
20.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
20.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
20.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
20.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
20.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
19.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
19.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
19.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
19.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
19.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
18.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
17.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
17.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
17.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
17.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
16.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
16.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
15.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
15.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
15.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
8.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
UFSP2 is validated prognostic, high expression is favorable 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
35.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
64.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
62.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
60.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
60.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
58.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
56.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
56.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
55.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
55.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
55.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
52.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
52.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
51.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
51.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
50.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
49.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
47.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
46.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
46.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
45.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
45.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
45.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
45.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
45.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
45.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
45.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
44.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
44.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
42.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
41.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
40.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
40.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
40.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
40.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
39.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
39.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
39.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
39.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
37.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
37.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
37.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
36.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
36.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
35.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
35.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
35.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
34.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
33.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
33.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
33.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
32.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
32.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
32.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
31.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
30.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
30.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
29.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
29.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
29.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
27.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
26.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
26.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
24.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
20.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
20.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
20.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
19.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
18.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
17.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
17.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UFSP2 is potential prognostic, high expression is favorable 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
27.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
88.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
77.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
71.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
69.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
66.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
65.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
64.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
62.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
61.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
60.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
58.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
58.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
58.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
57.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
56.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
55.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
55.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
54.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
51.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
50.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
49.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
49.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
49.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
48.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
48.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
46.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
46.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
45.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
45.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
44.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
44.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
44.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
43.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
42.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
41.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
39.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
39.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
39.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
39.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
39.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
39.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
39.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
38.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
37.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
37.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
37.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
37.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
37.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
37.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
37.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
37.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
36.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
36.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
36.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
36.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
36.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
36.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
36.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
36.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
35.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
35.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
35.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
35.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
35.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
35.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
35.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
35.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
35.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
34.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
34.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
34.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
34.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
33.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
33.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
33.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
33.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
33.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
33.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
33.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
33.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
32.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
32.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
32.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
32.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
31.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
31.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
31.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
31.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
31.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
30.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
30.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
30.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
30.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
30.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
30.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
30.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
30.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
30.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
29.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
29.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
29.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
29.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
29.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
28.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
28.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
28.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
28.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
28.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
28.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
28.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
28.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
28.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
27.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
27.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
27.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
27.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
27.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
27.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
27.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
27.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
27.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
27.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
26.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
26.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
26.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
26.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
26.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
26.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
26.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
26.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
26.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
25.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
25.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
25.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
25.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
25.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
24.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
24.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
24.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
24.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
24.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
24.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
24.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
24.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
23.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
23.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
23.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
23.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
23.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
22.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
22.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
22.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
22.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
22.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
21.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
21.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
20.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
20.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
19.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
19.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
19.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
19.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
18.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
17.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
17.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
17.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
17.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
17.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
16.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
16.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
15.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
15.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
15.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
14.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
12.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
11.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
9.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079270003
Tumor
0.9
CPT0025110003
Tumor
0.7
CPT0015730003
Tumor
0.6
CPT0002350011
Tumor
0.6
CPT0085670003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0002270011
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0078830003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0012570003
Normal
0.3
CPT0012090003
Normal
0.3
CPT0078930003
Tumor
0.3
CPT0086970003
Normal
0.3
CPT0001350001
Normal
0.3
CPT0086820003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0007870001
Normal
0.3
CPT0086870003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0092310003
Normal
0.3
CPT0000790001
Normal
0.3
CPT0081880003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0018250001
Normal
0.3
CPT0025920001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0064400001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0088640003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0077140001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0078840001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0012290003
Normal
0.1
CPT0026420001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0017850003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0065820001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0065750003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0012550003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0011240003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0088710001
Normal
-0.3
CPT0025050003
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0079380003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0010160003
Tumor
-0.4
CPT0001340003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0012180003
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0001180009
Tumor
-0.7
CPT0088690003
Tumor
-0.7
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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
