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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PAICS 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
33.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
106.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
79.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
78.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
68.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
64.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
56.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
52.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
46.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
46.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
44.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
44.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
43.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
42.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
42.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
42.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
41.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
41.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
40.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
37.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
36.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
36.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
36.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
34.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
33.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
32.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
31.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
31.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
31.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
30.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
28.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
28.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
26.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
26.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
26.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
25.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
24.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
24.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
22.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
21.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
21.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
21.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
20.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
19.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
19.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
18.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
16.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PAICS is not prognostic 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
37.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
122.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
118.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
108.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
98.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
95.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
92.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
91.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
86.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
81.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
81.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
75.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
72.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
71.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
69.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
68.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
67.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
67.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
67.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
64.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
64.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
64.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
64.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
63.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
63.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
61.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
61.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
61.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
61.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
60.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
60.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
60.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
60.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
59.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
59.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
59.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
59.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
59.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
58.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
58.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
58.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
58.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
57.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
57.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
57.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
56.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
56.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
56.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
56.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
56.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
56.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
56.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
55.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
55.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
55.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
55.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
54.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
54.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
54.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
53.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
53.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
53.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
53.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
53.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
53.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
53.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
53.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
53.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
52.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
51.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
51.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
51.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
51.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
51.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
51.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
51.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
51.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
50.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
50.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
50.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
50.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
50.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
50.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
50.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
50.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
50.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
50.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
50.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
49.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
49.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
49.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
49.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
49.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
49.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
49.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
49.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
49.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
49.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
49.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
48.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
48.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
48.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
47.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
47.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
47.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
47.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
47.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
47.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
47.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
47.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
46.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
46.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
46.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
46.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
46.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
46.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
46.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
46.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
46.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
46.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
46.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
46.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
46.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
46.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
45.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
45.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
45.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
45.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
45.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
45.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
45.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
45.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
45.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
45.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
45.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
44.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
44.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
44.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
44.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
44.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
44.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
44.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
44.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
44.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
44.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
44.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
44.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
44.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
44.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
43.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
43.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
43.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
43.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
43.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
43.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
43.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
43.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
43.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
43.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
42.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
42.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
42.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
42.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
42.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
42.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
42.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
42.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
42.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
42.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
41.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
41.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
41.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
41.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
41.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
41.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
41.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
40.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
40.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
40.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
40.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
40.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
40.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
40.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
40.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
40.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
40.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
40.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
40.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
40.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
39.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
39.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
39.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
39.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
39.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
39.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
39.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
39.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
39.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
39.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
39.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
39.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
39.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
39.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
38.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
38.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
38.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
38.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
38.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
38.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
38.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
38.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
38.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
38.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
38.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
38.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
38.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
38.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
38.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
38.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
37.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
37.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
37.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
37.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
37.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
37.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
37.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
37.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
36.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
36.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
36.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
36.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
36.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
36.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
36.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
36.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
36.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
36.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
36.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
36.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
36.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
36.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
36.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
36.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
35.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
35.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
35.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
35.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
35.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
35.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
35.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
35.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
35.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
35.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
35.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
35.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
35.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
35.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
34.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
34.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
34.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
34.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
34.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
34.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
34.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
34.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
34.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
34.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
34.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
34.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
34.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
34.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
34.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
34.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
34.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
34.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
33.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
33.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
33.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
33.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
33.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
33.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
33.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
33.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
33.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
33.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
33.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
33.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
33.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
33.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
33.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
33.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
32.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
32.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
32.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
32.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
32.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
32.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
32.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
32.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
32.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
32.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
31.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
31.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
31.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
31.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
31.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
31.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
31.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
31.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
31.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
31.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
31.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
30.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
30.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
30.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
30.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
30.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
30.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
30.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
30.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
30.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
29.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
29.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
29.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
29.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
29.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
29.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
29.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
29.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
29.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
29.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
28.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
28.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
28.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
28.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
28.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
28.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
27.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
27.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
27.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
27.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
27.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
27.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
27.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
27.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
27.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
26.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
26.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
26.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
26.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
26.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
26.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
26.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
25.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
25.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
25.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
25.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
25.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
25.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
25.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
25.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
25.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
25.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
24.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
24.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
24.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
23.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
23.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
23.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
23.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
23.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
23.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
23.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
23.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
23.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
22.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
22.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
22.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
22.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
22.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
22.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
21.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
20.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
20.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
20.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
20.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
19.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
19.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
19.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
19.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
19.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
19.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
18.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
18.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
17.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
15.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PAICS 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
45.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
104.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
98.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
94.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
93.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
87.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
82.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
75.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
74.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
73.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
70.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
70.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
70.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
66.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
63.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
62.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
61.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
59.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
59.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
58.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
57.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
55.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
54.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
53.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
52.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
51.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
50.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
50.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
50.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
50.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
49.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
47.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
47.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
47.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
46.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
46.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
44.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
44.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
44.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
43.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
43.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
43.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
42.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
42.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
42.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
41.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
41.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
41.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
40.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
40.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
40.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
40.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
39.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
38.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
38.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
38.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
38.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
37.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
37.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
36.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
36.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
36.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
36.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
36.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
35.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
34.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
34.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
33.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
33.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
33.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
31.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
31.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
28.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
28.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
27.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
27.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
24.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.8
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.
PAICS 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
23.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
91.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
87.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
84.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
76.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
75.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
68.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
66.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
61.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
61.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
60.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
60.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
57.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
54.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
53.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
50.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
49.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
49.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
48.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
45.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
45.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
44.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
44.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
43.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
43.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
43.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
42.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
42.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
42.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
42.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
40.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
40.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
40.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
39.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
39.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
38.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
38.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
38.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
37.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
36.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
35.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
35.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
35.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
35.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
34.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
34.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
33.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
33.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
33.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
32.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
31.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
31.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
31.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
31.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
30.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
30.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
30.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
30.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
30.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
30.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
29.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
29.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
29.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
29.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
29.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
28.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
28.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
28.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
28.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
27.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
27.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
27.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
27.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
27.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
26.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
26.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
26.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
26.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
26.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
26.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
26.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
26.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
25.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
25.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
25.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
25.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
25.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
24.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
24.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
24.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
24.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
24.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
24.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
24.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
23.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
23.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
23.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
22.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
22.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
22.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
22.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
22.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
22.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
22.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
21.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
21.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
21.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
21.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
21.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
21.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
21.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
20.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
20.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
20.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
19.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
19.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
19.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
19.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
19.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
19.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
18.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
18.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
18.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
18.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
18.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
17.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
16.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
16.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
14.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
13.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
12.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
12.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
11.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
11.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
10.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
9.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
9.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025050003
Tumor
0.9
CPT0012080003
Tumor
0.9
CPT0081880003
Tumor
0.9
CPT0021240003
Tumor
0.8
CPT0000640003
Tumor
0.8
CPT0084560003
Tumor
0.7
CPT0079480003
Tumor
0.7
CPT0025880003
Tumor
0.7
CPT0025230003
Tumor
0.7
CPT0025110003
Tumor
0.7
CPT0079270003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0069000003
Tumor
0.6
CPT0078990003
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0001260009
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0075130003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0088760003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0014370004
Tumor
0.3
CPT0079230003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0063630003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0000890001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0001220008
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0092160003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0088710001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0081990003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0012920003
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0086970003
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0025170003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0077320001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0084590001
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0015910003
Tumor
-0.4
CPT0086950003
Tumor
-0.5
CPT0079380003
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0078530001
Normal
-0.6
CPT0011410003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0078800003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
