We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ABHD2 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
90.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
375.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
250.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
246.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
211.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
202.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
189.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
182.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
171.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
171.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
170.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
162.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
143.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
141.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
136.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
133.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
127.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
124.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
123.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
118.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
117.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
107.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
102.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
95.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
94.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
90.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
87.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
86.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
83.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
79.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
79.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
76.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
75.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
65.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
65.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
63.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
62.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
61.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
61.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
59.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
57.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
56.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
55.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
54.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
50.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
46.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
46.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
44.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
44.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
38.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
32.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
31.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
26.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
26.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
22.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
21.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
10.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
ABHD2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
251.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
170.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
126.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
114.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
112.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
109.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
101.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
96.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
93.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
91.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
91.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
79.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
70.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
69.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
66.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
60.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
56.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
55.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
52.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
51.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
49.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
49.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
48.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
48.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
48.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
47.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
46.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
45.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
45.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
42.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
41.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
41.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
41.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
40.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
40.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
40.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
40.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
39.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
37.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
37.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
37.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
36.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
36.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
36.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
36.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
36.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
35.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
35.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
35.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
35.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
35.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
35.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
34.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
34.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
34.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
34.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
34.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
34.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
34.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
34.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
33.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
33.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
33.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
33.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
33.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
32.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
32.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
32.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
32.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
31.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
31.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
31.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
31.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
31.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
31.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
31.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
30.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
30.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
30.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
30.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
30.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
30.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
30.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
30.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
30.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
30.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
30.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
30.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
29.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
29.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
29.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
29.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
29.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
29.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
28.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
28.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
28.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
28.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
28.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
28.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
28.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
28.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
27.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
27.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
27.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
27.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
27.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
27.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
27.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
27.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
26.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
26.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
26.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
26.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
26.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
26.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
26.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
25.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
25.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
25.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
25.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
25.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
25.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
24.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
24.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
24.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
24.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
24.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
23.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
23.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
23.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
23.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
23.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
23.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
23.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
23.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
23.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
23.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
23.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
23.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
22.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
22.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
22.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
22.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
22.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
22.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
21.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
21.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
21.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
21.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
20.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
20.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
20.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
20.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
20.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
19.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
19.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
19.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
19.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
19.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
19.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
19.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
18.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
18.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
18.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
18.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
18.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
17.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
17.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
17.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
17.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
17.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
15.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
15.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
14.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
14.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
13.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
13.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
12.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
11.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
10.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
9.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
8.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
7.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
7.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
6.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
6.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
5.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
5.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
3.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
2.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 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.
ABHD2 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
25.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
214.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
52.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
44.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
42.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
41.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
41.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
41.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
40.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
37.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
37.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
36.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
35.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
35.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
34.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
33.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
33.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
32.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
31.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
31.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
30.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
29.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
29.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
27.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
27.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
26.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
26.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
26.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
26.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
26.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
25.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
24.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
24.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
22.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
22.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
20.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
19.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
18.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
18.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
15.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
12.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
12.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
8.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
8.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
7.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
6.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
ABHD2 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
19.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
144.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
135.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
120.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
119.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
109.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
75.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
62.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
61.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
61.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
60.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
58.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
58.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
51.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
51.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
49.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
48.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
47.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
46.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
45.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
45.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
44.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
43.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
42.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
40.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
38.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
37.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
36.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
35.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
35.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
32.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
32.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
31.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
31.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
31.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
31.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
29.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
29.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
29.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
29.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
29.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
28.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
28.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
28.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
28.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
26.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
26.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
25.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
25.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
25.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
25.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
24.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
24.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
23.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
23.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
23.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
23.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
22.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
22.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
22.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
22.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
22.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
22.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
21.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
21.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
21.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
21.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
20.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
20.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
19.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
19.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
18.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
18.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
18.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
18.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
18.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
17.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
17.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
17.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
16.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
16.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
15.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
15.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
15.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
15.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
15.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
14.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
14.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
14.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
14.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
13.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
13.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
11.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
11.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
9.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
7.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
5.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
5.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092290003
Tumor
1.9
CPT0077310003
Tumor
1.7
CPT0079510001
Normal
1.6
CPT0014160003
Tumor
1.5
CPT0087040003
Tumor
1.2
CPT0078660003
Tumor
1.2
CPT0092310003
Normal
1.1
CPT0077320001
Normal
1.0
CPT0020120003
Tumor
1.0
CPT0001230001
Normal
0.9
CPT0079410003
Tumor
0.9
CPT0011240003
Tumor
0.9
CPT0063630003
Tumor
0.8
CPT0071150004
Tumor
0.8
CPT0025060001
Normal
0.7
CPT0001220008
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0088970003
Tumor
0.7
CPT0079480003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0088690003
Tumor
0.5
CPT0006730001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0012550003
Tumor
0.5
CPT0078530001
Normal
0.4
CPT0092790003
Tumor
0.4
CPT0066520001
Normal
0.4
CPT0023350003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0000790001
Normal
0.4
CPT0078510003
Tumor
0.4
CPT0020020001
Normal
0.4
CPT0002350011
Tumor
0.3
CPT0026420001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0081880003
Tumor
0.3
CPT0023360001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0017850003
Tumor
0.3
CPT0001500009
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0024680001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0013790003
Normal
0.1
CPT0025920001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0065450001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0065820001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0066430001
Normal
-0.2
CPT0012670003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0001350001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0066480003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0088780001
Normal
-0.4
CPT0065430003
Tumor
-0.4
CPT0012570003
Normal
-0.4
CPT0025350003
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0001540009
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0020130001
Normal
-0.5
CPT0063640001
Normal
-0.5
CPT0088710001
Normal
-0.5
CPT0075720003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0000780007
Tumor
-0.6
CPT0012180003
Tumor
-0.6
CPT0079430001
Normal
-0.7
CPT0075130003
Tumor
-0.8
CPT0026410003
Tumor
-0.8
CPT0066470004
Tumor
-0.9
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0007870001
Normal
N/A
CPT0079380003
Tumor
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0092190003
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0088640003
Normal
N/A
CPT0069010001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0077490003
Tumor
N/A
CPT0014370004
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0075560003
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0000890001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
