We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
IFI30 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
356.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4116.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1627.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1541.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1096.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
881.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
687.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
517.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
487.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
475.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
440.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
410.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
406.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
405.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
404.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
386.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
379.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
357.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
342.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
323.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
286.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
280.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
275.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
272.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
256.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
250.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
246.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
227.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
226.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
223.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
221.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
219.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
215.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
215.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
210.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
204.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
200.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
195.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
189.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
184.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
180.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
173.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
160.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
158.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
156.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
155.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
143.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
140.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
137.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
131.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
131.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
122.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
121.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
120.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
116.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
102.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
99.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
96.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
94.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
85.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
81.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
81.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
76.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
49.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
IFI30 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
279.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
5648.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1243.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1171.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1159.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1142.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
970.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
958.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
951.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
906.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
881.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
834.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
793.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
788.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
765.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
756.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
743.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
736.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
736.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
735.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
719.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
706.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
696.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
672.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
670.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
662.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
639.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
625.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
619.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
617.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
610.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
608.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
590.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
588.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
581.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
580.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
580.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
579.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
579.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
578.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
575.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
573.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
573.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
566.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
552.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
549.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
548.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
539.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
534.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
532.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
523.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
520.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
514.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
514.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
512.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
507.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
507.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
507.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
506.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
500.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
499.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
494.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
491.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
488.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
486.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
484.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
483.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
482.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
478.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
474.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
472.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
472.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
464.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
463.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
461.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
455.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
452.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
448.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
448.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
444.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
439.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
439.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
436.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
434.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
434.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
433.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
432.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
428.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
428.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
427.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
423.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
419.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
415.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
414.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
411.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
411.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
411.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
406.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
405.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
397.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
397.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
396.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
395.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
394.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
394.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
391.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
385.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
382.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
379.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
376.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
373.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
373.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
372.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
371.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
370.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
369.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
369.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
368.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
366.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
365.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
365.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
364.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
363.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
363.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
361.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
361.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
358.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
356.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
354.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
354.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
349.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
347.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
344.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
344.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
343.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
342.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
341.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
341.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
339.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
338.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
338.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
336.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
335.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
334.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
334.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
331.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
330.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
329.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
328.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
327.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
326.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
326.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
320.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
319.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
318.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
318.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
316.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
315.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
314.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
314.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
313.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
313.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
311.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
309.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
307.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
306.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
304.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
304.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
302.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
302.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
301.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
300.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
299.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
298.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
297.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
295.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
295.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
294.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
294.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
294.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
292.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
290.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
288.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
288.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
287.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
286.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
284.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
284.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
284.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
281.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
278.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
278.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
277.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
275.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
273.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
273.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
272.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
270.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
266.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
266.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
266.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
265.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
263.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
262.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
262.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
260.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
258.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
258.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
257.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
254.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
254.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
252.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
250.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
249.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
248.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
246.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
244.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
243.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
241.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
240.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
239.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
239.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
237.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
237.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
236.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
235.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
235.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
234.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
234.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
234.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
233.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
232.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
231.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
230.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
230.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
229.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
228.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
226.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
224.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
223.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
222.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
222.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
221.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
220.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
220.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
219.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
217.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
217.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
217.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
217.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
216.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
216.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
216.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
216.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
215.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
215.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
214.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
214.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
211.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
210.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
210.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
209.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
209.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
208.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
208.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
206.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
206.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
206.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
206.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
206.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
204.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
203.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
203.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
202.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
201.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
201.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
200.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
200.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
199.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
199.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
199.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
198.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
198.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
198.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
198.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
198.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
197.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
197.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
197.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
196.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
195.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
195.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
195.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
194.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
193.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
193.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
191.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
188.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
187.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
186.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
186.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
186.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
186.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
185.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
183.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
183.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
182.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
182.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
182.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
181.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
180.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
180.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
180.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
180.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
179.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
178.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
177.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
177.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
176.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
176.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
175.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
175.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
174.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
174.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
173.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
172.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
172.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
172.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
172.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
171.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
171.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
170.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
170.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
170.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
169.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
168.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
168.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
168.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
168.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
168.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
167.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
167.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
167.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
167.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
166.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
166.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
166.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
165.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
163.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
163.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
162.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
162.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
161.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
161.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
161.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
160.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
158.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
157.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
157.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
156.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
156.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
155.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
155.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
155.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
155.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
153.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
151.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
150.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
150.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
150.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
149.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
149.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
148.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
148.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
147.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
147.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
146.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
145.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
143.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
142.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
141.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
141.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
140.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
140.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
139.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
138.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
138.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
138.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
137.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
137.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
137.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
136.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
135.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
135.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
135.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
134.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
134.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
133.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
133.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
133.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
133.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
133.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
132.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
132.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
131.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
130.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
130.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
130.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
130.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
130.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
129.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
127.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
127.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
127.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
127.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
127.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
126.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
125.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
125.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
124.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
123.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
123.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
123.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
122.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
122.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
122.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
121.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
121.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
120.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
119.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
118.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
118.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
117.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
116.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
116.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
115.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
115.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
115.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
114.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
113.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
112.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
111.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
111.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
110.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
110.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
110.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
110.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
110.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
108.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
108.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
107.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
106.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
106.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
106.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
105.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
104.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
102.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
100.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
100.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
99.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
99.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
98.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
98.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
97.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
97.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
97.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
97.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
97.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
96.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
96.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
95.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
94.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
94.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
93.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
92.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
92.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
89.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
89.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
89.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
87.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
87.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
86.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
86.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
86.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
86.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
84.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
83.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
82.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
81.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
80.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
80.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
80.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
79.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
78.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
77.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
77.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
76.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
76.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
76.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
75.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
68.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
67.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
66.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
61.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
61.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
60.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
60.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
59.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
58.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
58.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
57.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
56.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
53.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
53.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
51.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
48.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
47.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
47.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
46.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
42.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
38.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 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.
IFI30 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
315.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1495.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1031.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
879.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
860.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
833.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
774.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
707.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
657.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
646.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
575.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
525.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
525.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
499.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
490.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
486.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
484.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
462.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
455.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
450.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
448.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
440.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
421.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
409.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
406.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
402.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
401.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
401.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
386.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
369.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
363.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
361.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
351.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
343.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
339.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
331.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
309.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
304.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
288.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
287.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
285.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
282.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
279.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
276.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
272.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
271.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
269.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
267.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
265.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
264.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
263.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
263.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
260.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
258.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
255.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
254.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
247.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
246.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
245.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
235.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
235.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
230.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
224.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
223.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
209.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
207.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
205.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
203.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
198.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
194.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
194.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
190.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
189.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
187.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
182.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
180.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
171.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
170.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
166.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
157.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
152.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
152.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
144.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
141.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
131.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
128.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
125.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
124.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
123.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
118.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
115.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
111.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
108.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
99.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
70.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
66.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
63.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
59.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
51.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
IFI30 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
301.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2383.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1749.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1712.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1279.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1212.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1196.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1157.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1138.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
1089.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1070.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
996.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
980.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
942.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
942.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
900.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
836.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
833.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
758.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
742.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
721.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
678.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
660.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
660.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
656.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
642.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
637.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
633.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
610.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
593.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
593.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
577.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
574.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
571.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
566.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
564.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
562.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
558.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
552.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
548.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
529.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
524.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
522.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
521.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
520.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
511.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
510.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
508.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
500.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
463.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
461.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
450.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
438.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
435.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
433.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
430.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
429.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
420.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
408.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
406.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
404.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
396.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
391.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
390.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
386.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
382.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
380.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
378.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
374.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
372.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
366.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
359.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
354.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
354.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
352.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
352.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
351.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
351.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
346.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
344.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
339.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
339.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
337.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
337.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
337.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
331.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
324.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
322.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
322.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
319.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
317.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
312.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
309.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
305.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
304.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
302.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
301.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
299.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
297.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
297.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
293.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
292.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
286.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
275.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
274.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
271.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
271.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
270.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
269.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
264.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
262.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
260.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
260.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
257.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
257.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
255.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
249.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
249.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
246.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
245.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
245.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
241.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
238.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
237.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
234.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
231.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
227.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
226.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
226.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
225.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
222.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
218.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
218.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
218.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
217.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
216.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
214.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
214.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
208.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
206.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
205.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
205.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
204.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
203.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
202.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
201.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
200.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
199.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
197.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
195.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
195.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
194.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
193.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
189.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
186.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
185.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
184.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
183.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
182.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
181.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
181.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
180.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
180.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
180.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
177.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
176.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
174.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
172.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
172.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
171.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
171.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
171.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
169.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
167.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
167.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
163.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
163.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
160.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
160.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
160.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
160.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
159.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
158.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
157.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
156.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
152.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
151.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
146.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
146.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
146.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
143.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
143.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
143.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
140.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
139.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
139.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
139.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
138.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
138.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
137.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
136.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
136.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
135.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
134.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
134.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
133.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
132.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
131.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
130.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
128.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
126.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
125.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
125.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
122.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
119.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
117.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
117.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
117.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
116.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
115.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
115.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
114.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
114.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
114.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
114.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
111.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
110.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
110.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
110.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
107.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
106.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
106.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
104.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
104.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
103.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
101.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
100.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
99.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
99.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
98.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
96.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
96.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
93.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
93.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
90.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
89.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
89.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
88.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
88.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
88.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
86.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
83.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
82.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
82.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
81.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
78.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
77.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
76.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
76.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
76.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
74.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
73.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
73.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
72.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
72.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
69.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
66.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
65.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
63.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
62.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
55.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
47.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
46.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
44.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
44.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
43.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
38.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
38.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
38.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
31.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
22.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
8.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
2.0
CPT0078800003
Tumor
1.7
CPT0088550004
Tumor
1.7
CPT0017850003
Tumor
1.5
CPT0063630003
Tumor
0.9
CPT0014160003
Tumor
0.9
CPT0065430003
Tumor
0.8
CPT0079410003
Tumor
0.8
CPT0078660003
Tumor
0.7
CPT0012550003
Tumor
0.7
CPT0075170001
Normal
0.6
CPT0086950003
Tumor
0.6
CPT0007320003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0065750003
Tumor
0.6
CPT0092730003
Tumor
0.5
CPT0010110003
Tumor
0.5
CPT0075560003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0012280003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0006900003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0079380003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0007860003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0088690003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0012370003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0065820001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0079430001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0002350011
Tumor
-0.3
CPT0092800003
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0071150004
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0009000003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0064400001
Normal
-0.4
CPT0088630003
Tumor
-0.4
CPT0013790003
Normal
-0.4
CPT0001510001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0069000003
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0078840001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0079510001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0012080003
Tumor
-0.4
CPT0092310003
Normal
-0.4
CPT0086870003
Tumor
-0.4
CPT0065870003
Tumor
-0.5
CPT0023710001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0089480003
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0009080003
Normal
-0.5
CPT0002370001
Normal
-0.5
CPT0085670003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0065450001
Normal
-0.5
CPT0006440003
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0066430001
Normal
-0.6
CPT0078830003
Tumor
-0.6
CPT0025110003
Tumor
-0.7
CPT0025350003
Tumor
-0.8
CPT0075570001
Normal
-0.8
CPT0077490003
Tumor
-0.8
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
