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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.
H2AC6 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
32.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
32.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
15.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
14.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
10.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
8.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
4.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
3.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
2.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 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.
H2AC6 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
352.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
197.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
128.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
64.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
60.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
56.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
55.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
55.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
55.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
49.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
47.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
45.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
44.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
42.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
42.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
41.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
41.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
40.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
40.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
40.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
39.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
39.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
38.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
38.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
37.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
35.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
35.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
34.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
33.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
33.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
33.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
33.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
33.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
33.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
32.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
32.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
32.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
31.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
31.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
30.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
30.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
30.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
30.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
29.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
29.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
29.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
29.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
29.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
28.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
28.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
28.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
27.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
27.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
27.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
27.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
26.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
26.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
26.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
25.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
25.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
25.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
25.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
25.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
24.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
24.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
24.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
24.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
24.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
24.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
24.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
24.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
23.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
23.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
22.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
22.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
22.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
21.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
21.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
21.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
20.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
20.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
20.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
20.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
20.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
19.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
19.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
18.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
17.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
17.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
17.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
17.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
16.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
16.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
15.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
14.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
14.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
14.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
13.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
13.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
12.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
12.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
11.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
11.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
11.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
10.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
10.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
10.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
9.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
9.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
9.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
9.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
9.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
9.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
8.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
8.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
8.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
8.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
8.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
8.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
8.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
8.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
8.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
8.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
8.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
8.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
7.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
7.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
7.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
7.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
7.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
7.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
7.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
7.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
7.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
6.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
6.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
6.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
6.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
6.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
6.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
6.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
6.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
6.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
6.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
5.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
5.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
5.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
5.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
5.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
5.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
5.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
5.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
5.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
5.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
5.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
5.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
5.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
5.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
4.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
4.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
4.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
4.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
4.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
4.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
4.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
4.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
4.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
4.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
4.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
4.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
4.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
4.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
4.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
4.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
4.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
4.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
4.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
4.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
4.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
4.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
4.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
4.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
4.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
4.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
3.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
3.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
3.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
3.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
3.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
3.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
3.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
3.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
3.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
3.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
3.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
3.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
3.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
3.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
3.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
2.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
2.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
2.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
2.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
2.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
2.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
2.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
2.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
2.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
2.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
0.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
0.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
H2AC6 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
89.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
67.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
62.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
51.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
50.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
43.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
38.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
36.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
35.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
33.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
33.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
28.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
28.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
26.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
26.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
25.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
23.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
23.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
19.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
18.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
17.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
17.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
15.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
15.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
13.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
12.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
12.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
12.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
11.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
11.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
10.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
10.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
9.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
8.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
8.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
8.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
8.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
8.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
7.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
6.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
6.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
5.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
5.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
5.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
4.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
4.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
4.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
3.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
3.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 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.
H2AC6 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
16.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
145.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
109.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
98.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
82.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
80.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
73.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
71.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
64.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
62.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
62.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
61.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
59.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
53.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
53.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
51.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
48.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
45.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
45.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
42.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
40.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
37.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
37.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
35.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
33.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
33.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
33.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
32.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
31.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
31.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
31.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
31.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
31.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
30.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
30.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
29.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
29.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
29.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
28.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
27.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
27.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
27.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
27.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
27.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
27.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
26.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
25.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
25.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
25.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
25.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
24.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
24.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
24.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
23.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
22.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
22.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
22.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
22.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
21.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
21.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
20.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
20.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
20.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
19.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
19.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
19.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
19.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
17.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
16.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
16.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
16.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
14.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
14.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
14.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
13.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
13.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
12.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
12.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
12.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
11.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
11.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
10.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
10.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
10.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
10.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
8.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
8.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
7.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
7.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
7.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
7.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
7.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
6.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
6.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
6.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
6.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
6.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
5.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
5.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
5.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
5.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
4.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
4.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
4.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
3.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
3.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
3.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
3.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
3.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
2.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
2.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
2.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
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
