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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.
HEXIM1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
17.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
16.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
15.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
14.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
13.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
13.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
12.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
9.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
6.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
HEXIM1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
44.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
43.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
42.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
37.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
37.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
37.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
36.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
35.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
35.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
35.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
35.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
34.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
34.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
33.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
33.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
33.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
33.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
33.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
33.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
33.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
33.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
33.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
32.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
32.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
32.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
32.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
32.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
31.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
31.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
31.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
31.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
30.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
30.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
30.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
30.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
30.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
29.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
29.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
29.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
29.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
29.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
29.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
29.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
29.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
29.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
29.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
29.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
28.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
28.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
28.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
28.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
28.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
28.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
28.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
28.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
28.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
28.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
28.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
28.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
27.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
27.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
27.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
27.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
27.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
27.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
27.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
27.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
27.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
27.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
27.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
27.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
26.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
26.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
26.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
25.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
25.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
25.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
25.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
25.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
24.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
24.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
24.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
24.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
24.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
24.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
24.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
24.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
24.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
23.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
23.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
23.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
23.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
23.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
23.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
23.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
23.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
23.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
23.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
22.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
22.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
22.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
22.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
22.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
22.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
22.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
22.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
22.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
22.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
22.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
22.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
21.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
21.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
21.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
21.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
21.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
21.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
21.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
21.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
21.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
21.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
20.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
20.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
20.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
20.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
20.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
20.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
20.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
20.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
20.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
19.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
19.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
19.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
19.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
19.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
19.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
19.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
19.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
19.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
19.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
19.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
19.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
19.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
18.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
18.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
18.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
18.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
18.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
18.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
17.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
17.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
17.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
16.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
16.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
16.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
16.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
16.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
16.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
15.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
14.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
14.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
14.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
14.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
13.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
13.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
13.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
13.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
12.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
12.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
12.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
11.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
10.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
10.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HEXIM1 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
21.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
44.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
38.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
37.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
37.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
35.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
31.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
31.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
30.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
29.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
28.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
28.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
27.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
26.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
26.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
25.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
25.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
25.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
23.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
23.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
22.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
22.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
21.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
20.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
20.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
20.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
20.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
18.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
17.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
16.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
16.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
16.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
13.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
12.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
8.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
HEXIM1 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
22.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
61.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
56.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
55.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
54.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
53.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
52.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
51.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
48.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
46.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
46.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
46.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
45.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
43.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
43.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
43.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
43.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
42.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
42.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
42.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
42.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
41.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
40.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
39.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
39.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
38.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
38.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
37.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
37.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
37.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
37.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
37.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
37.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
36.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
36.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
35.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
35.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
35.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
35.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
34.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
34.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
34.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
33.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
33.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
33.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
31.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
31.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
31.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
31.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
30.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
30.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
30.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
30.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
30.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
30.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
30.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
30.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
29.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
29.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
29.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
29.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
29.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
29.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
28.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
28.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
27.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
27.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
27.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
27.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
27.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
27.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
27.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
27.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
26.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
26.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
26.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
26.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
26.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
26.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
26.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
26.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
26.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
26.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
26.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
26.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
25.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
25.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
25.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
25.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
25.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
24.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
24.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
24.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
24.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
24.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
23.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
23.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
23.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
23.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
23.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
23.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
23.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
23.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
22.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
22.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
22.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
22.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
22.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
22.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
22.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
22.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
21.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
21.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
21.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
21.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
21.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
21.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
20.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
20.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
19.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
19.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
19.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
19.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
19.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
19.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
18.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
18.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
18.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
17.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
17.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
17.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
17.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
17.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
17.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
16.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
16.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
16.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
16.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
16.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
15.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
15.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
15.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
15.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
14.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
11.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
11.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
10.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
9.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
9.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
9.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
8.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
7.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
7.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
0.7
CPT0088900003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0024680001
Normal
0.4
CPT0009060003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0026410003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0017450001
Normal
0.3
CPT0092740003
Normal
0.3
CPT0001260009
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0009000003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0020130001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0079510001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0066430001
Normal
0.1
CPT0079480003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0000890001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0077320001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0084560003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0011410003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0078940001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0015730003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0065750003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0002350011
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0086030003
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0078800003
Tumor
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
