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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.
MED29 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
39.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
79.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
75.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
70.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
67.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
66.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
63.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
59.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
56.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
55.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
52.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
52.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
52.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
51.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
50.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
50.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
49.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
49.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
47.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
46.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
46.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
46.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
45.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
44.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
43.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
43.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
40.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
39.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
38.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
37.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
37.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
37.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
36.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
36.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
36.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
36.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
35.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
34.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
34.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
33.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
33.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
32.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
29.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
29.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
28.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
26.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
25.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
25.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
24.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
24.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
23.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
23.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
23.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
22.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
22.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
20.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
20.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
MED29 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
34.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
67.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
59.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
59.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
58.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
56.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
56.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
55.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
54.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
54.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
54.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
54.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
53.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
53.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
53.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
53.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
53.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
52.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
52.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
51.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
51.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
50.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
50.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
50.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
50.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
50.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
50.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
50.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
49.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
48.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
48.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
48.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
48.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
48.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
48.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
47.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
47.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
47.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
47.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
47.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
47.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
47.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
47.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
46.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
46.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
46.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
46.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
46.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
46.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
45.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
45.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
45.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
45.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
45.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
45.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
45.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
45.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
45.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
45.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
45.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
45.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
44.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
44.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
44.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
44.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
44.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
44.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
44.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
44.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
44.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
44.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
43.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
43.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
43.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
43.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
43.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
43.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
43.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
43.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
43.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
43.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
43.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
43.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
43.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
42.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
42.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
42.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
42.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
42.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
42.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
42.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
42.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
42.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
42.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
42.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
42.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
42.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
41.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
41.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
41.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
41.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
41.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
41.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
41.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
41.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
41.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
41.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
41.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
41.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
41.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
41.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
41.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
41.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
41.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
41.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
41.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
41.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
41.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
41.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
41.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
41.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
41.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
40.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
40.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
40.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
40.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
40.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
40.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
40.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
40.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
40.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
40.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
40.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
40.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
40.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
39.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
39.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
39.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
39.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
39.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
39.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
39.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
39.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
39.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
39.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
39.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
39.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
39.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
39.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
39.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
39.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
39.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
39.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
38.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
38.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
38.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
38.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
38.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
38.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
38.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
38.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
38.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
38.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
38.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
38.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
38.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
38.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
38.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
38.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
38.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
38.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
38.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
38.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
37.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
37.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
37.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
37.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
37.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
37.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
37.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
37.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
37.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
37.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
37.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
37.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
37.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
37.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
36.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
36.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
36.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
36.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
36.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
36.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
36.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
36.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
36.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
36.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
36.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
36.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
36.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
36.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
36.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
36.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
36.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
36.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
36.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
35.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
35.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
35.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
35.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
35.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
35.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
35.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
35.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
35.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
35.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
35.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
35.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
35.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
35.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
35.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
35.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
35.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
35.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
34.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
34.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
34.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
34.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
34.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
34.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
34.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
34.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
34.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
34.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
34.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
34.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
34.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
34.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
34.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
34.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
34.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
34.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
34.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
34.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
34.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
33.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
33.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
33.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
33.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
33.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
33.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
33.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
33.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
33.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
33.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
33.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
33.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
33.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
33.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
33.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
33.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
33.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
33.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
33.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
33.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
33.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
33.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
32.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
32.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
32.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
32.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
32.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
32.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
32.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
32.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
32.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
32.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
32.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
32.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
32.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
32.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
32.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
32.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
32.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
32.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
32.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
32.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
31.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
31.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
31.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
31.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
31.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
31.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
31.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
31.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
31.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
31.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
31.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
31.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
31.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
31.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
31.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
31.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
31.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
31.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
31.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
30.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
30.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
30.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
30.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
30.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
30.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
30.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
30.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
30.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
30.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
30.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
30.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
30.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
30.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
30.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
30.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
30.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
29.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
29.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
29.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
29.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
29.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
29.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
29.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
29.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
29.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
29.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
29.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
29.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
29.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
29.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
29.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
29.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
29.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
29.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
28.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
28.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
28.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
28.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
28.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
28.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
28.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
28.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
28.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
27.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
27.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
27.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
27.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
27.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
27.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
27.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
27.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
27.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
27.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
26.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
26.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
26.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
26.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
26.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
26.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
26.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
26.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
26.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
26.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
26.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
26.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
26.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
26.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
26.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
25.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
25.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
25.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
25.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
25.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
25.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
25.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
25.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
25.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
24.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
24.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
24.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
24.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
24.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
23.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
23.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
23.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
23.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
23.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
23.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
22.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
22.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
22.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
22.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
22.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
22.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
21.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
21.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
21.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
20.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
20.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
20.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
19.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
19.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
19.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
19.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
19.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
18.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
18.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
17.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
14.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
MED29 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
31.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
72.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
46.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
45.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
45.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
44.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
44.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
44.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
43.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
42.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
42.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
41.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
40.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
39.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
39.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
38.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
38.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
38.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
38.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
37.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
37.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
37.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
37.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
37.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
36.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
36.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
36.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
35.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
35.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
34.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
33.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
33.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
33.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
33.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
32.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
32.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
32.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
31.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
31.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
31.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
31.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
30.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
29.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
29.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
29.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
28.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
28.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
28.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
27.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
27.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
27.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
27.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
27.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
27.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
26.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
25.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
25.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
25.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
24.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
24.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
24.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
23.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
23.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
21.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
20.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
20.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
MED29 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
33.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
105.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
78.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
75.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
71.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
68.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
65.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
65.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
64.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
63.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
62.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
62.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
59.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
59.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
58.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
58.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
58.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
57.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
56.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
56.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
55.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
54.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
54.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
54.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
53.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
53.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
53.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
52.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
52.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
52.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
51.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
50.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
50.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
50.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
50.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
50.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
48.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
48.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
48.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
48.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
48.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
48.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
48.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
47.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
47.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
47.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
47.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
47.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
46.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
46.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
45.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
45.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
45.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
45.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
45.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
44.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
44.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
44.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
43.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
43.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
43.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
43.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
43.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
43.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
42.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
42.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
42.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
42.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
42.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
42.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
42.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
41.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
41.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
40.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
40.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
39.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
39.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
39.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
38.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
38.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
38.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
38.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
38.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
37.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
37.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
37.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
36.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
36.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
36.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
35.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
35.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
35.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
35.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
35.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
34.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
34.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
34.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
34.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
34.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
33.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
33.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
33.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
33.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
32.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
32.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
32.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
32.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
32.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
32.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
32.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
32.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
32.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
31.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
31.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
31.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
31.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
31.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
31.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
31.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
31.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
31.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
31.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
31.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
31.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
31.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
31.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
31.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
30.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
30.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
30.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
30.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
30.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
30.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
30.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
30.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
30.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
30.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
30.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
30.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
30.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
29.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
29.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
29.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
29.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
29.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
29.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
29.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
29.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
29.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
29.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
28.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
28.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
28.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
28.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
28.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
28.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
27.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
27.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
27.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
27.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
27.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
27.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
27.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
27.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
27.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
27.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
27.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
27.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
26.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
26.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
26.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
26.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
26.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
25.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
25.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
25.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
25.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
25.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
25.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
25.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
25.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
25.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
24.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
24.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
24.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
24.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
24.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
24.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
24.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
23.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
23.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
23.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
23.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
23.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
23.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
23.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
23.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
22.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
22.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
22.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
22.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
22.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
22.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
22.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
21.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
21.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
21.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
21.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
21.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
21.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
20.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
19.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
19.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
19.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
18.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
18.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
17.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
16.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
15.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078530001
Normal
0.7
CPT0089040001
Normal
0.6
CPT0078660003
Tumor
0.5
CPT0063320003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0006440003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0078800003
Tumor
0.3
CPT0014130001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0000870016
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0079430001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0024680001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0086970003
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0079300001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0065690003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0088920001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0006730001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0063630003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0025880003
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0075560003
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0015810003
Tumor
-0.4
CPT0064370003
Tumor
-0.5
CPT0014160003
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0092740003
Normal
-0.7
CPT0001500009
Tumor
-0.7
CPT0079510001
Normal
-0.7
CPT0089020003
Tumor
-0.8
CPT0078510003
Tumor
-1.4
CPT0088480003
Tumor
-1.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
