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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.
KMT2E 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
10.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
33.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
28.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
26.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
23.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
22.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
21.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
21.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
16.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
12.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
11.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
10.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
9.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
9.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
7.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
4.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
KMT2E is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
49.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
48.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
47.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
46.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
44.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
44.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
44.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
43.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
42.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
42.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
41.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
40.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
40.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
40.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
39.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
39.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
39.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
38.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
38.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
38.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
38.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
37.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
37.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
37.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
37.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
37.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
36.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
36.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
36.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
36.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
36.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
36.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
35.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
34.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
34.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
34.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
33.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
33.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
33.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
33.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
33.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
33.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
33.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
33.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
33.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
33.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
32.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
32.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
32.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
32.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
32.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
32.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
32.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
32.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
32.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
31.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
31.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
31.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
31.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
31.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
31.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
31.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
30.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
30.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
30.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
30.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
29.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
29.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
29.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
29.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
29.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
29.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
29.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
28.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
28.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
28.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
28.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
28.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
28.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
28.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
28.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
28.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
27.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
27.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
27.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
27.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
27.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
27.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
27.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
27.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
27.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
27.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
27.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
27.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
26.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
26.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
26.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
26.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
26.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
26.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
26.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
25.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
25.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
25.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
25.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
25.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
25.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
25.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
25.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
25.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
24.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
24.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
24.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
24.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
24.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
24.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
24.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
24.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
24.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
24.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
24.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
23.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
23.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
23.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
22.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
22.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
22.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
22.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
22.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
22.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
22.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
22.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
22.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
22.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
21.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
21.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
21.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
21.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
21.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
21.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
21.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
21.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
21.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
21.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
21.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
21.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
21.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
21.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
21.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
20.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
20.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
20.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
20.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
20.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
19.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
19.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
19.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
19.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
19.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
19.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
19.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
19.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
19.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
18.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
18.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
18.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
18.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
17.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
17.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
17.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
17.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
17.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
15.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
15.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
15.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
15.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
15.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
13.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
12.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
9.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
7.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
KMT2E is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
58.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
53.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
53.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
51.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
50.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
48.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
48.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
47.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
47.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
47.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
46.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
46.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
45.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
44.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
44.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
44.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
43.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
43.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
43.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
43.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
43.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
41.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
40.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
40.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
39.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
39.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
38.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
38.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
37.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
37.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
36.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
36.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
36.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
35.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
35.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
35.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
35.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
34.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
34.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
34.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
33.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
32.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
32.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
31.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
31.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
31.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
31.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
29.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
29.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
28.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
28.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
28.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
28.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
27.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
26.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
25.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
24.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
23.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
22.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
21.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
20.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
19.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KMT2E is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
93.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
81.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
55.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
40.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
40.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
40.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
40.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
39.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
38.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
38.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
38.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
34.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
33.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
33.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
32.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
31.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
30.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
30.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
29.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
29.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
29.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
28.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
28.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
28.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
26.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
26.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
26.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
26.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
26.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
25.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
25.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
24.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
24.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
24.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
24.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
23.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
23.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
22.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
22.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
21.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
21.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
21.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
21.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
21.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
21.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
20.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
20.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
20.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
20.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
19.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
19.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
18.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
18.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
18.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
17.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
17.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
16.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
16.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
14.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
14.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
14.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
14.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
14.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
14.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
13.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
13.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
11.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
11.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
10.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
10.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
10.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
9.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
9.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 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-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
6.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
6.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
5.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
5.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
5.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
5.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
4.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0089460004
Tumor
1.5
CPT0066430001
Normal
1.3
CPT0026420001
Normal
1.3
CPT0079480003
Tumor
1.2
CPT0079510001
Normal
0.9
CPT0088630003
Tumor
0.9
CPT0023690003
Tumor
0.9
CPT0089020003
Tumor
0.8
CPT0020020001
Normal
0.8
CPT0075720003
Tumor
0.7
CPT0017850003
Tumor
0.7
CPT0092290003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0075560003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0014370004
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0079300001
Normal
0.4
CPT0063630003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0014160003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0001220008
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0088760003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0002350011
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0012670003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0000890001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0014130001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0088480003
Tumor
-0.3
CPT0014350001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0076350001
Normal
-0.4
CPT0066470004
Tumor
-0.5
CPT0011410003
Tumor
-0.6
CPT0088780001
Normal
-0.6
CPT0078530001
Normal
-1.0
CPT0006440003
Tumor
-1.2
CPT0026410003
Tumor
-1.4
CPT0088970003
Tumor
-1.5
CPT0000790001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0006730001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0020120003
Tumor
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0066520001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0007470001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0007320003
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0001540009
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0065870003
Tumor
N/A
CPT0092740003
Normal
N/A
CPT0013790003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0075130003
Tumor
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
