We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
PHLDB2 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
19.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
60.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
51.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
47.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
45.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
43.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
39.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
37.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
36.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
35.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
35.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
31.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
30.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
30.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
30.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
29.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
28.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
27.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
25.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
24.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
23.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
23.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
20.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
19.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
17.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
14.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
12.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
11.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
5.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
PHLDB2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
105.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
98.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
76.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
72.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
60.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
53.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
53.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
51.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
49.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
49.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
48.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
48.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
47.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
47.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
47.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
46.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
45.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
45.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
44.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
44.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
44.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
43.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
43.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
43.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
43.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
42.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
41.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
40.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
40.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
40.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
40.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
39.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
39.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
39.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
39.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
38.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
38.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
38.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
38.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
37.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
37.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
37.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
37.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
36.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
36.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
36.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
36.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
35.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
35.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
35.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
35.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
34.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
34.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
34.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
34.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
34.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
34.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
34.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
34.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
33.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
33.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
33.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
32.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
32.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
32.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
32.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
32.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
32.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
31.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
30.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
30.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
30.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
30.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
29.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
29.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
29.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
29.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
29.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
29.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
29.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
29.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
29.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
29.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
28.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
28.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
28.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
28.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
28.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
28.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
28.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
27.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
27.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
27.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
27.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
27.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
27.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
26.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
26.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
26.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
26.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
26.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
26.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
26.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
25.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
25.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
25.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
25.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
25.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
25.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
25.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
24.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
24.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
24.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
24.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
23.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
23.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
23.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
23.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
23.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
23.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
23.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
23.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
23.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
22.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
22.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
22.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
22.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
22.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
21.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
21.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
21.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
21.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
21.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
20.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
20.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
20.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
20.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
20.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
20.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
19.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
19.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
19.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
19.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
18.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
18.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
18.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
18.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
18.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
18.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
18.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
17.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
16.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
16.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
15.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
15.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
15.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
14.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
14.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
14.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
13.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
13.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
13.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
11.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
10.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
9.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
7.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
7.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
7.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
6.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
6.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
6.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
6.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
5.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
5.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
5.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
5.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
5.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
4.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
4.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
4.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
3.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
3.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
3.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
3.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
2.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
2.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
2.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
2.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
0.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
0.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
PHLDB2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
82.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
81.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
68.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
65.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
62.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
61.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
60.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
60.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
59.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
58.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
55.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
54.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
51.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
49.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
45.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
45.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
45.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
44.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
44.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
44.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
43.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
43.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
41.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
39.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
38.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
35.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
34.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
33.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
33.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
33.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
33.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
33.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
31.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
30.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
29.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
29.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
28.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
27.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
25.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
24.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
24.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
23.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
20.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
20.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
18.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
16.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
13.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
11.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
11.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
10.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
8.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
8.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
6.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
4.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
3.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
PHLDB2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
88.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
86.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
73.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
67.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
65.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
62.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
61.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
60.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
59.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
56.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
55.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
53.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
49.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
49.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
48.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
46.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
45.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
45.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
44.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
42.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
41.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
40.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
40.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
38.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
38.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
37.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
34.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
34.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
34.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
33.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
33.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
31.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
31.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
31.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
31.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
31.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
30.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
30.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
28.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
27.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
27.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
27.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
26.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
26.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
26.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
26.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
25.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
25.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
24.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
23.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
22.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
22.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
21.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
21.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
21.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
21.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
20.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
19.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
19.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
18.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
18.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
18.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
18.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
17.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
17.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
17.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
17.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
17.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
16.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
16.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
16.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
16.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
16.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
15.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
15.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
15.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
15.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
15.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
14.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
12.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
12.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
12.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
11.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
11.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
11.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
10.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
9.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
9.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
8.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
7.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
6.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
5.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
5.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
5.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
4.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
4.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
4.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
4.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
4.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
3.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
3.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
3.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
3.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
0.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0007320003
Tumor
0.7
CPT0088480003
Tumor
0.6
CPT0065430003
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0012280003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0081990003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0012370003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0000870016
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0023360001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0001550001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0077500001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0088640003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0079510001
Normal
0.1
CPT0009020003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0001500009
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0079180003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0025050003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0064370003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0002270011
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0089460004
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0079380003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0023690003
Tumor
-0.6
CPT0002350011
Tumor
-0.6
CPT0088970003
Tumor
-0.8
CPT0088550004
Tumor
-1.0
CPT0001340003
Tumor
-1.3
CPT0012180003
Tumor
-1.8
Show allShow less
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
