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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HCFC1R1 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
110.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
481.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
338.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
279.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
220.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
215.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
211.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
210.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
191.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
174.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
164.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
163.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
158.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
153.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
152.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
151.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
139.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
138.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
137.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
133.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
123.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
119.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
118.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
116.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
105.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
101.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
99.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
95.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
90.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
88.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
87.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
87.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
84.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
79.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
79.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
78.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
78.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
78.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
77.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
71.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
70.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
68.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
67.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
66.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
66.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
66.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
65.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
65.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
65.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
63.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
61.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
56.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
52.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
51.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
51.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
50.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
48.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
47.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
47.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
47.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
46.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
46.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
40.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
37.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HCFC1R1 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
240.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
919.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
911.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
829.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
688.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
684.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
649.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
640.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
607.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
603.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
596.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
596.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
592.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
564.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
543.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
537.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
535.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
533.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
524.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
523.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
520.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
515.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
513.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
496.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
496.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
496.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
493.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
489.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
485.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
479.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
475.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
471.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
463.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
462.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
462.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
459.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
457.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
456.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
454.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
453.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
449.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
445.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
444.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
444.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
441.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
441.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
436.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
435.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
431.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
430.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
425.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
423.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
422.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
421.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
416.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
409.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
409.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
406.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
401.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
401.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
401.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
397.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
386.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
386.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
386.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
385.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
384.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
382.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
379.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
378.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
378.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
377.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
373.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
373.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
372.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
371.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
370.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
363.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
359.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
358.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
357.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
357.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
356.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
352.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
351.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
349.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
348.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
347.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
347.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
346.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
346.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
345.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
340.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
338.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
337.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
335.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
333.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
329.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
328.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
328.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
327.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
323.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
323.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
323.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
321.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
321.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
320.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
319.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
319.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
317.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
317.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
316.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
314.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
314.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
312.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
312.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
311.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
310.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
310.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
309.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
307.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
307.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
306.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
305.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
305.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
304.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
304.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
303.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
302.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
301.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
301.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
301.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
299.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
299.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
297.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
295.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
294.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
294.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
294.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
294.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
292.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
291.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
290.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
290.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
288.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
285.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
281.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
281.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
278.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
278.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
278.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
277.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
276.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
276.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
275.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
274.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
273.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
272.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
271.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
271.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
271.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
271.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
270.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
269.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
269.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
269.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
269.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
265.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
265.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
265.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
265.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
264.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
264.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
264.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
264.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
263.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
263.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
263.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
263.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
262.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
262.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
262.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
260.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
260.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
259.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
259.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
258.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
257.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
257.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
257.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
254.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
253.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
251.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
251.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
250.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
249.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
248.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
248.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
247.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
247.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
247.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
246.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
246.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
246.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
245.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
245.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
243.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
243.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
242.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
242.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
241.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
240.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
239.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
239.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
238.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
237.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
237.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
236.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
236.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
235.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
235.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
234.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
234.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
234.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
234.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
234.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
233.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
233.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
233.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
232.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
231.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
231.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
231.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
230.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
230.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
230.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
230.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
229.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
229.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
228.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
228.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
227.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
227.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
225.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
224.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
224.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
223.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
221.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
220.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
220.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
220.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
219.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
219.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
218.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
218.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
217.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
217.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
217.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
216.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
216.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
215.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
215.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
214.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
214.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
212.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
212.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
212.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
211.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
211.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
210.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
209.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
207.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
207.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
207.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
206.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
206.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
206.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
205.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
205.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
205.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
204.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
204.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
204.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
203.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
203.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
202.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
202.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
201.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
201.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
201.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
200.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
199.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
199.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
198.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
196.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
195.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
194.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
194.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
192.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
192.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
192.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
189.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
189.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
189.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
189.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
189.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
186.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
186.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
185.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
185.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
184.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
183.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
183.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
183.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
183.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
183.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
182.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
180.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
180.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
180.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
180.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
179.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
179.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
179.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
179.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
178.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
178.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
178.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
178.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
177.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
177.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
176.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
175.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
175.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
175.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
175.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
174.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
173.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
173.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
173.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
172.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
170.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
170.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
170.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
170.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
169.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
169.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
169.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
168.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
168.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
168.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
168.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
168.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
167.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
166.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
166.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
166.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
166.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
165.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
164.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
164.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
163.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
163.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
163.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
162.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
162.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
160.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
160.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
160.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
159.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
159.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
159.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
159.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
159.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
158.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
158.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
158.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
158.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
157.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
157.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
156.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
155.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
155.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
155.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
155.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
155.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
155.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
154.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
154.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
154.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
154.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
154.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
154.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
153.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
153.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
153.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
152.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
152.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
151.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
151.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
150.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
150.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
150.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
150.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
149.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
149.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
148.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
148.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
148.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
148.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
148.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
147.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
147.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
146.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
145.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
144.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
143.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
143.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
143.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
143.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
142.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
140.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
139.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
139.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
139.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
139.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
138.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
136.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
136.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
135.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
135.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
134.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
134.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
134.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
134.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
132.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
132.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
131.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
130.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
129.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
129.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
129.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
129.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
128.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
128.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
128.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
128.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
128.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
127.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
127.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
127.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
126.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
123.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
122.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
121.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
121.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
120.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
119.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
118.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
117.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
116.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
115.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
115.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
115.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
114.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
114.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
113.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
113.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
113.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
112.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
110.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
109.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
109.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
109.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
108.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
108.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
107.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
106.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
105.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
105.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
105.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
102.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
101.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
100.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
100.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
99.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
99.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
93.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
93.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
92.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
91.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
91.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
90.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
90.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
90.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
87.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
86.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
81.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
67.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
65.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
65.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
62.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
60.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
57.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
54.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
52.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
51.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
48.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
47.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
47.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
46.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
45.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
39.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
37.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
36.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
35.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
35.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
33.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
HCFC1R1 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
200.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
869.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
460.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
445.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
397.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
397.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
387.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
380.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
355.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
339.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
334.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
334.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
319.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
307.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
302.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
295.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
287.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
282.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
281.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
280.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
274.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
269.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
262.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
261.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
260.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
250.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
250.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
248.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
246.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
244.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
237.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
231.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
231.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
225.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
219.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
217.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
211.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
195.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
195.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
192.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
191.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
190.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
190.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
189.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
189.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
182.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
181.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
179.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
176.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
173.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
173.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
172.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
171.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
169.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
167.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
166.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
166.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
164.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
162.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
162.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
160.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
159.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
158.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
156.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
156.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
156.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
154.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
153.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
141.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
139.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
135.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
135.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
131.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
128.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
128.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
127.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
119.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
119.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
118.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
114.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
112.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
111.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
111.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
110.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
107.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
107.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
99.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
97.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
96.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
95.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
92.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
87.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
86.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
81.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
81.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
81.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
77.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
75.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
69.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
64.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
HCFC1R1 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
384.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2554.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1410.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1272.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1267.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1248.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1206.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1181.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1149.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1147.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1068.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1046.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
982.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
952.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
934.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
927.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
871.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
869.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
860.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
850.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
847.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
814.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
809.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
799.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
790.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
778.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
771.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
752.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
737.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
735.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
714.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
712.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
712.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
691.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
691.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
648.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
627.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
626.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
623.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
623.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
621.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
616.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
606.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
605.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
600.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
599.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
593.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
591.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
591.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
569.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
563.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
561.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
558.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
542.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
534.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
532.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
530.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
519.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
513.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
504.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
502.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
501.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
500.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
497.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
492.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
489.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
487.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
486.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
484.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
481.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
477.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
465.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
454.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
451.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
450.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
449.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
448.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
440.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
437.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
434.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
432.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
425.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
422.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
421.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
421.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
412.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
410.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
409.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
404.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
400.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
397.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
397.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
396.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
395.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
395.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
392.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
389.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
381.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
378.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
374.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
372.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
370.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
369.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
366.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
365.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
365.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
362.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
360.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
359.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
359.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
358.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
356.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
356.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
355.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
354.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
352.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
350.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
349.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
347.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
347.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
346.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
345.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
344.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
341.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
338.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
337.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
331.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
330.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
329.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
325.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
325.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
324.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
323.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
322.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
320.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
320.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
320.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
320.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
319.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
314.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
313.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
311.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
309.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
308.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
307.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
305.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
303.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
303.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
302.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
300.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
299.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
299.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
298.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
297.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
296.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
296.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
296.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
294.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
294.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
294.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
290.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
290.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
287.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
287.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
286.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
286.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
281.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
281.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
281.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
280.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
279.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
277.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
276.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
275.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
270.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
270.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
269.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
263.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
263.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
262.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
261.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
261.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
260.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
256.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
254.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
251.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
248.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
246.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
244.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
244.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
242.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
241.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
240.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
237.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
236.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
235.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
234.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
229.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
227.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
227.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
226.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
224.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
222.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
220.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
220.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
218.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
217.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
216.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
216.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
213.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
212.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
211.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
209.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
207.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
204.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
200.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
199.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
198.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
198.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
197.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
192.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
191.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
191.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
191.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
190.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
187.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
187.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
184.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
183.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
182.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
181.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
177.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
176.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
176.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
175.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
174.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
171.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
169.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
168.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
168.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
166.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
162.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
158.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
158.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
154.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
153.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
152.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
152.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
151.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
150.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
149.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
145.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
144.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
144.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
143.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
141.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
139.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
139.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
136.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
134.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
131.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
129.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
125.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
122.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
117.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
116.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
112.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
107.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
101.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
100.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
99.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
98.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
96.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
95.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
91.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
86.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
86.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
85.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
75.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
68.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
56.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
50.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.