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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LPGAT1 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
4.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
21.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
5.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
5.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
4.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
4.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
4.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
LPGAT1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
57.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
44.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
43.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
42.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
38.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
36.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
35.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
35.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
34.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
33.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
33.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
32.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
32.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
30.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
29.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
29.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
28.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
28.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
28.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
27.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
27.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
27.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
27.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
26.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
26.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
26.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
25.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
24.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
24.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
24.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
24.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
24.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
24.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
24.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
24.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
23.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
23.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
23.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
23.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
23.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
22.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
22.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
22.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
22.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
22.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
22.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
22.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
22.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
22.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
21.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
21.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
21.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
20.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
20.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
20.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
20.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
20.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
20.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
20.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
19.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
19.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
19.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
19.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
19.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
19.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
19.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
19.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
19.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
19.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
18.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
18.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
18.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
18.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
18.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
17.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
17.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
17.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
17.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
17.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
17.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
17.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
16.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
16.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
16.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
16.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
16.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
15.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
15.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
15.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
15.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
15.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
15.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
14.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
14.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
14.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
14.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
13.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
13.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
13.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
12.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
12.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
12.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
11.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
11.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
11.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
10.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
10.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
10.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
10.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
9.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
9.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
7.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
7.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
7.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
7.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
6.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
6.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
6.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
5.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LPGAT1 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
20.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
42.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
36.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
32.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
28.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
28.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
27.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
27.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
26.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
26.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
26.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
25.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
24.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
24.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
24.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
24.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
24.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
24.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
23.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
23.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
22.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
22.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
22.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
21.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
21.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
20.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
20.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
20.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
20.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
19.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
19.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
17.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
17.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
17.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
16.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
15.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
14.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
12.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
7.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
LPGAT1 is potential prognostic, high expression is unfavorable 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
14.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
172.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
59.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
49.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
49.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
44.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
42.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
38.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
38.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
35.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
34.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
34.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
33.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
31.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
31.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
31.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
29.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
28.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
26.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
26.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
26.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
25.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
25.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
25.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
24.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
24.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
24.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
24.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
22.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
22.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
22.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
21.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
21.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
21.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
21.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
21.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
21.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
20.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
20.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
20.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
19.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
19.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
19.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
18.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
18.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
18.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
17.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
16.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
16.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
16.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
15.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
15.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
14.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
14.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
14.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
14.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
13.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
13.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
12.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
12.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
12.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
11.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
11.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
11.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
11.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
11.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
11.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
11.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
10.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
10.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
10.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
9.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
8.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
6.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
6.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
5.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
4.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
4.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002350011
Tumor
1.8
CPT0020120003
Tumor
1.7
CPT0069160003
Tumor
1.4
CPT0007320003
Tumor
1.3
CPT0086950003
Tumor
1.2
CPT0015730003
Tumor
1.2
CPT0086820003
Tumor
1.2
CPT0025110003
Tumor
1.2
CPT0001340003
Tumor
1.1
CPT0012180003
Tumor
1.1
CPT0081880003
Tumor
1.0
CPT0010110003
Tumor
0.9
CPT0063630003
Tumor
0.9
CPT0023350003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0078800003
Tumor
0.8
CPT0025050003
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0065430003
Tumor
0.7
CPT0001180009
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0065810003
Tumor
0.6
CPT0078990003
Tumor
0.6
CPT0025290003
Tumor
0.6
CPT0079270003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0088630003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0078510003
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0087040003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0015910003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0076330003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0023690003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0065690003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0009060003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0006530001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0092740003
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0065930003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0077490003
Tumor
-0.3
CPT0081990003
Tumor
-0.4
CPT0023360001
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0088550004
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0026420001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0001510001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0069190001
Normal
-0.4
CPT0089480003
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0000660001
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0002270011
Tumor
-0.5
CPT0000890001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0000780007
Tumor
-0.5
CPT0002370001
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0082010001
Normal
-0.5
CPT0010120001
Normal
-0.5
CPT0007470001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0017850003
Tumor
-0.5
CPT0014350001
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0079300001
Normal
-0.6
CPT0075170001
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0063330001
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0006950001
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0013790003
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0020130001
Normal
-0.6
CPT0012290003
Normal
-0.6
CPT0088970003
Tumor
-0.6
CPT0014130001
Normal
-0.6
CPT0066520001
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0001230001
Normal
-0.7
CPT0023710001
Normal
-0.7
CPT0079510001
Normal
-0.7
CPT0086890003
Normal
-0.7
CPT0077140001
Normal
-0.7
CPT0025610001
Normal
-0.7
CPT0069010001
Normal
-0.7
CPT0014470001
Normal
-0.8
CPT0077500001
Normal
-0.8
CPT0065450001
Normal
-0.8
CPT0019160001
Normal
-0.8
CPT0007870001
Normal
-0.9
CPT0001550001
Normal
-0.9
CPT0079000001
Normal
-0.9
CPT0012900004
Tumor
-0.9
CPT0075570001
Normal
-0.9
CPT0012090003
Normal
-1.0
CPT0017450001
Normal
-1.0
CPT0011240003
Tumor
-1.0
CPT0018250001
Normal
-1.1
CPT0012570003
Normal
-1.1
CPT0012640003
Normal
-1.1
CPT0024680001
Normal
-1.1
CPT0009020003
Normal
-1.1
CPT0012770003
Normal
-1.2
CPT0012920003
Normal
-1.3
CPT0009080003
Normal
-1.4
CPT0079180003
Tumor
-1.5
CPT0017410003
Tumor
-1.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
