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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.
DEFB1 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
2086.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9781.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6937.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6777.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5410.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5070.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4836.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4822.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4710.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
4674.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4232.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4146.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4085.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3925.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3829.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3518.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3458.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3376.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3005.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2971.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2711.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2475.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2398.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
2306.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2246.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2207.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2082.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2016.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1959.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1944.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1861.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1773.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1720.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1493.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1314.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1280.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1253.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1252.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1228.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1151.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1120.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
977.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
926.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
915.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
862.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
824.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
683.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
654.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
162.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
46.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
45.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
DEFB1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
213.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10142.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7881.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7230.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6899.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5268.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5173.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4135.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3691.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2962.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2530.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1420.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1402.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1246.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1044.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
925.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
851.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
818.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
787.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
712.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
662.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
587.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
587.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
583.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
547.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
543.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
542.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
517.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
509.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
504.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
496.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
486.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
470.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
467.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
459.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
444.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
438.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
425.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
417.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
408.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
406.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
404.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
373.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
371.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
361.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
357.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
356.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
352.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
340.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
332.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
331.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
316.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
311.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
307.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
305.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
301.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
300.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
298.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
294.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
294.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
285.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
279.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
267.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
267.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
267.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
265.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
265.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
263.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
261.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
251.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
248.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
248.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
247.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
246.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
243.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
239.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
231.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
227.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
221.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
218.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
216.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
214.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
213.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
213.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
205.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
202.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
202.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
200.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
199.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
198.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
198.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
198.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
197.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
197.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
197.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
195.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
195.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
195.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
194.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
192.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
187.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
179.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
172.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
171.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
171.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
170.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
170.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
165.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
163.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
162.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
162.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
157.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
156.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
155.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
155.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
155.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
154.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
151.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
148.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
147.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
147.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
146.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
142.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
141.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
138.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
138.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
137.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
136.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
135.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
135.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
134.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
134.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
133.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
133.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
132.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
131.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
131.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
131.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
130.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
128.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
127.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
127.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
127.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
126.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
124.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
123.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
123.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
123.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
122.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
122.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
119.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
116.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
115.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
115.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
114.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
113.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
113.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
111.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
110.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
110.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
109.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
109.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
108.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
107.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
106.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
106.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
106.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
105.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
105.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
104.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
104.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
103.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
103.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
101.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
100.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
99.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
98.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
98.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
98.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
98.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
97.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
97.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
96.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
96.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
96.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
95.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
95.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
95.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
95.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
95.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
92.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
92.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
91.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
91.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
89.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
89.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
88.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
88.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
87.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
87.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
87.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
87.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
86.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
86.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
86.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
85.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
85.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
85.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
84.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
84.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
83.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
82.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
82.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
82.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
80.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
80.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
80.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
80.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
79.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
79.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
78.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
77.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
76.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
75.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
74.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
74.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
73.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
72.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
70.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
70.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
70.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
69.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
69.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
68.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
67.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
67.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
67.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
66.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
66.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
65.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
65.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
63.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
62.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
61.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
60.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
60.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
59.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
59.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
59.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
58.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
57.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
57.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
57.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
57.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
56.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
56.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
55.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
54.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
53.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
52.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
51.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
51.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
51.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
50.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
50.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
49.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
48.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
47.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
47.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
47.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
46.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
46.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
44.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
44.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
42.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
41.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
41.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
41.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
41.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
41.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
40.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
40.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
40.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
40.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
39.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
39.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
39.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
38.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
37.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
37.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
37.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
36.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
36.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
35.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
34.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
34.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
33.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
33.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
33.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
32.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
32.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
31.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
31.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
31.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
30.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
30.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
28.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
28.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
28.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
27.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
26.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
26.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
26.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
25.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
24.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
23.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
22.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
22.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
21.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
20.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
20.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
20.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
20.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
19.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
19.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
19.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
19.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
18.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
17.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
17.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
16.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
11.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
10.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
8.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
8.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
8.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
7.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
6.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
5.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
5.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
5.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
4.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
3.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
3.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
3.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
3.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
3.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
3.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
3.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
2.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
2.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
2.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
0.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
0.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
0.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
0.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
0.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
0.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
0.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
0.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
0.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
0.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
0.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
0.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
0.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
0.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
0.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
0.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
0.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
0.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
0.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
0.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
0.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
0.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
0.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
0.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
0.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
0.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
0.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
0.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
0.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
0.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
0.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
0.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
0.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
0.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
0.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
0.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
0.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
0.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
0.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
0.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
0.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
0.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
0.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
0.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
0.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
0.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
0.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
0.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
0.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
0.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
0.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
0.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
0.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
0.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
0.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
0.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
0.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
0.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
0.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
0.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
0.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
0.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
0.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
0.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
0.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
0.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
0.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
0.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
0.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
0.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
0.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
0.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
0.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
0.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
0.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
0.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 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.
DEFB1 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
106.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
1263.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1246.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
790.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
506.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
473.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
451.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
359.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
278.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
224.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
215.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
211.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
205.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
193.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
184.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
170.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
169.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
159.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
146.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
142.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
140.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
140.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
135.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
131.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
131.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
123.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
121.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
120.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
117.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
111.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
108.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
104.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
101.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
101.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
100.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
100.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
92.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
90.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
87.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
85.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
84.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
73.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
69.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
68.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
68.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
65.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
56.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
51.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
51.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
49.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
46.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
45.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
44.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
37.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
33.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
19.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
11.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
5.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
4.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
4.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
3.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
2.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
0.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
0.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
0.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
0.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
0.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
0.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
0.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
0.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
0.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
0.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
0.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
0.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
0.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
0.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
0.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
0.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
0.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
0.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
0.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
0.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
0.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
0.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
0.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
0.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
0.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
DEFB1 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
557.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16868.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10876.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6940.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3298.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
2960.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2712.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2617.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2577.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2282.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2113.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1998.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1905.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1889.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
1858.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1840.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1802.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1747.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1662.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1600.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1576.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1556.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1551.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1545.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1538.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1504.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
1375.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1337.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1337.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1309.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1303.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1274.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1244.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1225.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1225.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1223.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1198.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1183.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1132.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1114.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1113.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1087.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1068.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1050.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1044.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1040.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1037.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1001.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
969.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
945.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
941.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
925.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
921.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
916.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
902.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
894.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
831.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
825.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
804.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
784.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
777.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
772.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
747.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
742.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
689.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
638.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
632.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
629.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
626.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
594.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
593.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
588.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
586.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
582.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
580.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
562.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
559.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
551.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
533.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
521.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
517.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
514.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
499.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
493.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
483.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
477.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
472.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
471.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
469.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
467.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
458.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
447.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
443.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
435.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
417.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
410.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
406.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
404.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
402.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
401.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
394.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
394.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
391.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
378.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
375.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
374.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
372.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
370.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
369.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
368.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
360.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
360.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
357.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
346.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
338.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
319.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
312.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
311.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
311.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
310.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
310.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
305.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
304.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
302.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
289.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
285.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
276.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
265.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
265.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
259.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
259.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
245.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
242.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
232.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
231.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
226.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
226.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
222.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
213.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
208.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
205.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
199.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
196.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
192.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
191.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
188.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
186.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
181.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
177.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
176.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
173.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
172.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
167.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
166.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
163.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
161.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
159.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
156.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
152.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
151.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
150.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
150.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
149.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
148.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
147.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
145.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
141.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
141.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
140.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
129.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
114.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
111.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
108.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
106.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
103.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
102.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
102.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
101.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
94.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
91.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
90.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
90.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
87.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
87.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
84.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
82.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
81.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
81.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
80.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
77.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
72.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
71.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
71.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
68.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
64.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
61.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
53.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
52.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
49.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
44.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
40.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
36.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
28.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
24.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
20.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
20.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
16.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
13.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
8.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
7.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
6.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
5.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
5.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
4.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
3.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
0.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
0.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
0.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
0.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
0.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
0.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
2.5
CPT0025060001
Normal
1.5
CPT0092310003
Normal
1.4
CPT0078840001
Normal
1.4
CPT0014130001
Normal
1.4
CPT0087050003
Normal
1.3
CPT0079270003
Tumor
1.2
CPT0012090003
Normal
1.0
CPT0078660003
Tumor
1.0
CPT0077500001
Normal
1.0
CPT0089040001
Normal
1.0
CPT0092740003
Normal
0.9
CPT0025920001
Normal
0.9
CPT0012640003
Normal
0.8
CPT0001230001
Normal
0.8
CPT0006730001
Normal
0.8
CPT0079000001
Normal
0.8
CPT0069190001
Normal
0.7
CPT0012290003
Normal
0.7
CPT0078530001
Normal
0.7
CPT0078940001
Normal
0.6
CPT0010120001
Normal
0.6
CPT0076330003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0025610001
Normal
0.5
CPT0012550003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0000660001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0065870003
Tumor
0.5
CPT0023710001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0019130003
Tumor
0.5
CPT0066430001
Normal
0.5
CPT0089480003
Normal
0.4
CPT0001180009
Tumor
0.4
CPT0007470001
Normal
0.4
CPT0077310003
Tumor
0.4
CPT0000890001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0025580004
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0006900003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0000870016
Tumor
0.3
CPT0001190001
Normal
0.3
CPT0014370004
Tumor
0.3
CPT0086970003
Normal
0.3
CPT0007870001
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0088640003
Normal
0.3
CPT0011240003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0078670001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0064400001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0012180003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0088920001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0007860003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0086890003
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0020120003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0087040003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0007320003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0088550004
Tumor
-0.4
CPT0012370003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0075130003
Tumor
-0.5
CPT0092160003
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0066470004
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0086870003
Tumor
-0.7
CPT0077110003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0002270011
Tumor
-0.9
CPT0001340003
Tumor
-1.1
CPT0012670003
Tumor
-1.1
CPT0088630003
Tumor
-1.2
CPT0012080003
Tumor
-1.3
CPT0079410003
Tumor
-1.3
CPT0017850003
Tumor
-1.4
CPT0012280003
Tumor
-1.4
CPT0006630003
Tumor
-1.4
CPT0089020003
Tumor
-1.4
CPT0025880003
Tumor
-1.6
CPT0078930003
Tumor
-1.7
CPT0069160003
Tumor
-1.7
CPT0001220008
Tumor
-1.7
CPT0077490003
Tumor
-1.7
CPT0075720003
Tumor
-1.7
CPT0088480003
Tumor
-1.8
CPT0089460004
Tumor
-1.9
CPT0079480003
Tumor
-1.9
CPT0026410003
Tumor
-2.0
CPT0011410003
Tumor
-2.4
CPT0025110003
Tumor
-2.4
CPT0078830003
Tumor
-2.6
CPT0025050003
Tumor
-2.8
CPT0071150004
Tumor
-2.8
CPT0092730003
Tumor
-2.9
CPT0025350003
Tumor
-3.1
CPT0065690003
Tumor
-3.1
CPT0014160003
Tumor
-3.2
CPT0025170003
Tumor
-3.3
CPT0025290003
Tumor
-3.9
CPT0023690003
Tumor
-4.6
CPT0081880003
Tumor
-5.2
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0078800003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0079380003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0088760003
Tumor
N/A
CPT0025230003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0001510001
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0079230003
Tumor
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0015810003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0066520001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0065750003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0086030003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0015730003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0075560003
Tumor
N/A
CPT0001540009
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0009060003
Tumor
N/A
CPT0086370003
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.