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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.
FCER1G 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
33.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
434.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
185.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
90.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
73.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
71.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
70.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
55.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
55.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
52.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
46.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
46.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
46.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
45.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
41.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
40.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
39.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
38.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
37.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
33.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
33.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
32.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
31.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
31.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
30.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
29.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
26.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
25.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
25.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
23.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
22.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
21.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
20.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
20.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
18.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
12.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
8.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
FCER1G is potential prognostic, high expression is unfavorable 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
129.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
839.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
503.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
494.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
480.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
410.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
410.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
409.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
400.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
385.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
366.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
338.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
336.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
335.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
332.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
331.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
330.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
319.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
317.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
315.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
306.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
303.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
302.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
292.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
291.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
290.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
287.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
279.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
276.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
276.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
274.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
272.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
264.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
263.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
260.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
255.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
252.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
247.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
247.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
244.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
243.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
241.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
241.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
240.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
239.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
238.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
236.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
234.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
234.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
234.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
234.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
233.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
232.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
232.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
232.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
231.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
231.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
229.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
229.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
229.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
228.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
226.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
226.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
225.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
223.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
221.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
220.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
220.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
219.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
218.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
216.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
216.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
215.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
213.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
213.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
211.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
211.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
211.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
210.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
206.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
205.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
205.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
204.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
203.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
203.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
203.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
202.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
201.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
200.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
199.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
197.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
196.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
195.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
194.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
194.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
194.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
194.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
193.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
192.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
192.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
192.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
191.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
191.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
190.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
189.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
189.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
188.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
188.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
188.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
186.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
185.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
185.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
184.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
182.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
180.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
180.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
179.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
179.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
178.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
178.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
178.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
176.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
175.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
174.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
174.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
173.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
172.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
172.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
170.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
170.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
170.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
169.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
169.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
168.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
168.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
168.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
167.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
165.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
165.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
163.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
162.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
162.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
161.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
161.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
160.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
159.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
159.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
158.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
157.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
157.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
155.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
155.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
154.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
154.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
154.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
153.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
152.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
152.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
152.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
151.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
150.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
150.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
149.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
149.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
148.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
147.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
147.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
147.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
146.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
146.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
146.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
145.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
145.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
145.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
144.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
143.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
142.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
140.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
139.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
139.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
137.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
137.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
137.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
136.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
136.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
135.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
134.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
134.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
134.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
134.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
134.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
134.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
134.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
133.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
133.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
133.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
132.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
131.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
131.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
130.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
130.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
130.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
130.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
129.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
129.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
129.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
128.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
128.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
128.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
128.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
128.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
128.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
126.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
126.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
125.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
125.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
125.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
125.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
125.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
124.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
124.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
124.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
123.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
123.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
123.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
122.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
121.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
121.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
120.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
120.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
119.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
119.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
119.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
119.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
118.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
117.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
117.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
117.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
117.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
116.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
116.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
115.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
115.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
114.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
114.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
114.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
114.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
112.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
112.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
112.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
111.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
111.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
110.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
110.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
110.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
109.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
109.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
109.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
109.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
108.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
108.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
108.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
108.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
108.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
108.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
108.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
107.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
107.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
106.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
106.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
106.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
106.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
104.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
104.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
103.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
103.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
103.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
103.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
103.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
103.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
103.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
102.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
102.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
102.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
102.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
102.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
101.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
101.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
101.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
101.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
101.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
101.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
100.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
100.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
100.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
100.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
99.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
99.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
99.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
98.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
98.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
98.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
98.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
98.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
98.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
98.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
98.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
98.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
96.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
96.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
95.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
95.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
95.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
94.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
94.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
94.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
93.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
93.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
93.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
93.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
92.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
92.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
92.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
91.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
90.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
90.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
90.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
90.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
89.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
89.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
88.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
88.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
88.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
87.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
87.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
87.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
86.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
86.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
85.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
85.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
85.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
85.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
85.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
84.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
84.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
84.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
84.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
83.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
83.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
83.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
83.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
83.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
82.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
81.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
81.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
81.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
81.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
81.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
81.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
80.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
80.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
80.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
79.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
79.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
79.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
79.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
79.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
79.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
79.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
79.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
78.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
78.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
78.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
77.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
77.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
77.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
77.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
77.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
77.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
77.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
76.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
76.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
76.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
75.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
75.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
75.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
75.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
75.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
75.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
74.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
74.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
74.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
73.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
73.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
72.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
72.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
72.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
72.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
71.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
71.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
71.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
71.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
71.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
71.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
71.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
70.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
70.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
70.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
70.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
70.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
69.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
69.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
69.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
68.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
68.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
68.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
67.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
67.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
66.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
66.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
66.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
65.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
64.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
64.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
64.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
64.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
64.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
63.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
63.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
63.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
63.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
63.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
62.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
62.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
62.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
62.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
61.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
61.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
60.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
60.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
60.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
59.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
59.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
59.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
59.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
58.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
56.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
56.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
56.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
55.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
54.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
54.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
53.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
53.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
53.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
53.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
51.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
51.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
51.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
50.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
50.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
49.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
47.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
47.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
46.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
45.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
45.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
45.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
44.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
44.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
43.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
42.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
42.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
42.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
41.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
41.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
41.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
40.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
40.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
39.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
39.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
39.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
39.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
38.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
37.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
35.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
34.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
33.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
32.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
32.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
32.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
30.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
28.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
28.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
28.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
26.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
25.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
22.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
22.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
20.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
19.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
17.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
FCER1G 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
148.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
582.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
501.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
436.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
371.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
367.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
339.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
322.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
289.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
275.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
266.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
247.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
244.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
236.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
234.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
215.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
203.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
202.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
199.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
193.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
192.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
191.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
189.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
188.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
187.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
186.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
181.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
179.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
175.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
173.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
172.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
168.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
167.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
165.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
164.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
164.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
161.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
158.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
158.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
152.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
151.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
148.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
148.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
147.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
145.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
144.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
140.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
135.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
132.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
130.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
128.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
124.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
123.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
122.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
121.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
120.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
115.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
114.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
111.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
106.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
106.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
102.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
102.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
102.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
101.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
100.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
96.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
96.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
95.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
95.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
94.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
89.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
86.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
84.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
83.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
82.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
82.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
81.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
78.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
78.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
78.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
78.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
75.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
74.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
73.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
72.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
70.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
69.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
67.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
63.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
59.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
58.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
58.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
58.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
51.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
41.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
36.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
34.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.4
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.
FCER1G 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
85.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
462.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
457.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
454.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
443.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
426.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
393.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
365.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
324.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
316.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
301.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
298.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
276.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
241.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
235.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
233.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
231.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
228.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
227.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
220.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
218.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
213.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
212.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
212.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
210.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
205.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
201.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
198.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
194.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
185.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
182.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
177.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
172.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
170.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
167.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
166.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
164.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
164.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
162.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
159.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
157.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
156.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
152.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
147.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
144.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
142.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
141.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
140.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
139.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
138.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
135.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
135.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
135.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
135.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
135.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
133.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
132.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
132.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
131.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
129.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
128.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
124.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
124.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
123.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
123.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
122.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
120.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
118.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
118.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
116.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
114.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
112.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
112.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
111.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
110.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
109.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
107.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
106.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
105.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
104.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
103.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
102.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
102.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
101.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
99.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
98.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
97.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
96.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
96.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
96.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
96.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
93.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
92.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
92.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
91.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
89.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
89.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
88.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
88.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
87.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
87.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
83.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
83.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
81.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
81.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
81.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
80.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
80.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
79.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
79.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
78.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
78.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
78.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
77.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
76.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
76.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
76.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
75.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
74.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
74.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
74.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
73.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
73.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
72.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
72.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
71.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
70.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
70.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
69.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
68.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
68.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
68.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
67.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
67.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
67.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
67.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
66.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
66.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
66.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
63.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
63.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
62.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
62.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
61.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
61.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
61.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
60.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
60.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
60.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
59.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
59.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
57.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
57.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
56.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
55.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
55.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
55.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
54.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
54.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
53.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
52.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
52.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
52.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
52.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
52.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
51.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
50.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
50.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
50.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
49.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
48.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
46.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
46.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
45.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
45.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
44.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
43.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
43.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
42.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
41.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
40.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
40.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
40.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
39.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
39.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
38.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
38.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
38.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
38.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
38.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
37.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
37.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
35.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
34.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
34.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
34.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
34.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
33.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
33.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
32.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
31.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
31.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
31.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
30.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
30.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
30.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
29.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
28.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
28.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
28.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
27.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
27.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
26.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
25.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
25.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
25.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
25.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
23.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
23.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
22.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
22.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
22.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
22.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
21.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
20.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
20.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
20.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
18.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
13.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
13.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
13.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
11.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
6.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
2.6
CPT0012180003
Tumor
2.2
CPT0023350003
Tumor
2.1
CPT0025050003
Tumor
2.0
CPT0078510003
Tumor
1.8
CPT0010110003
Tumor
1.7
CPT0076330003
Tumor
1.7
CPT0081880003
Tumor
1.7
CPT0092730003
Tumor
1.7
CPT0079380003
Tumor
1.7
CPT0063630003
Tumor
1.6
CPT0012280003
Tumor
1.6
CPT0092160003
Tumor
1.6
CPT0020120003
Tumor
1.6
CPT0015730003
Tumor
1.6
CPT0075130003
Tumor
1.5
CPT0086360003
Tumor
1.5
CPT0079410003
Tumor
1.4
CPT0078990003
Tumor
1.4
CPT0000640003
Tumor
1.4
CPT0001260009
Tumor
1.3
CPT0086030003
Tumor
1.2
CPT0084560003
Tumor
1.1
CPT0069160003
Tumor
1.0
CPT0065430003
Tumor
1.0
CPT0075560003
Tumor
1.0
CPT0087040003
Tumor
1.0
CPT0001340003
Tumor
1.0
CPT0017850003
Tumor
1.0
CPT0007320003
Tumor
0.9
CPT0015910003
Tumor
0.9
CPT0079230003
Tumor
0.9
CPT0012550003
Tumor
0.8
CPT0065690003
Tumor
0.8
CPT0065810003
Tumor
0.8
CPT0002350011
Tumor
0.8
CPT0065870003
Tumor
0.8
CPT0025290003
Tumor
0.8
CPT0014160003
Tumor
0.7
CPT0089020003
Tumor
0.7
CPT0081600003
Tumor
0.7
CPT0088630003
Tumor
0.7
CPT0012670003
Tumor
0.7
CPT0064370003
Tumor
0.7
CPT0001540009
Tumor
0.7
CPT0021240003
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0006900003
Tumor
0.6
CPT0065750003
Tumor
0.6
CPT0025170003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0019990003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0024670003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0017410003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0025880003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0066480003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0009060003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0011410003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0075720003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0001220008
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0092190003
Normal
-0.4
CPT0006630003
Tumor
-0.4
CPT0063320003
Tumor
-0.5
CPT0002270011
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0084590001
Normal
-0.6
CPT0077490003
Tumor
-0.6
CPT0025580004
Tumor
-0.7
CPT0017450001
Normal
-0.7
CPT0011240003
Tumor
-0.8
CPT0076350001
Normal
-1.0
CPT0069190001
Normal
-1.0
CPT0066520001
Normal
-1.0
CPT0012290003
Normal
-1.0
CPT0012900004
Tumor
-1.2
CPT0069000003
Tumor
-1.2
CPT0001270001
Normal
-1.3
CPT0075570001
Normal
-1.3
CPT0063640001
Normal
-1.3
CPT0079180003
Tumor
-1.3
CPT0078530001
Normal
-1.4
CPT0001550001
Normal
-1.4
CPT0014470001
Normal
-1.4
CPT0088570001
Normal
-1.4
CPT0001190001
Normal
-1.5
CPT0086970003
Normal
-1.6
CPT0010120001
Normal
-1.6
CPT0065820001
Normal
-1.6
CPT0006530001
Normal
-1.7
CPT0088710001
Normal
-1.7
CPT0013790003
Normal
-1.7
CPT0012640003
Normal
-1.7
CPT0088780001
Normal
-1.7
CPT0018250001
Normal
-1.7
CPT0086830003
Normal
-1.8
CPT0001350001
Normal
-1.8
CPT0025060001
Normal
-1.8
CPT0024680001
Normal
-1.8
CPT0012090003
Normal
-1.9
CPT0065450001
Normal
-1.9
CPT0009020003
Normal
-1.9
CPT0014130001
Normal
-1.9
CPT0012920003
Normal
-1.9
CPT0025610001
Normal
-1.9
CPT0082010001
Normal
-2.0
CPT0079430001
Normal
-2.0
CPT0001510001
Normal
-2.0
CPT0089040001
Normal
-2.0
CPT0023360001
Normal
-2.0
CPT0078670001
Normal
-2.0
CPT0077140001
Normal
-2.0
CPT0081620001
Normal
-2.1
CPT0063330001
Normal
-2.1
CPT0019160001
Normal
-2.1
CPT0077500001
Normal
-2.1
CPT0010170001
Normal
-2.1
CPT0002370001
Normal
-2.2
CPT0086890003
Normal
-2.2
CPT0087050003
Normal
-2.2
CPT0069010001
Normal
-2.2
CPT0007870001
Normal
-2.2
CPT0088640003
Normal
-2.2
CPT0001230001
Normal
-2.3
CPT0088500001
Normal
-2.3
CPT0026420001
Normal
-2.3
CPT0000790001
Normal
-2.3
CPT0079300001
Normal
-2.3
CPT0088920001
Normal
-2.4
CPT0014350001
Normal
-2.4
CPT0006950001
Normal
-2.4
CPT0000660001
Normal
-2.5
CPT0020020001
Normal
-2.5
CPT0092310003
Normal
-2.5
CPT0064400001
Normal
-2.5
CPT0079000001
Normal
-2.5
CPT0000890001
Normal
-2.5
CPT0079510001
Normal
-2.6
CPT0023710001
Normal
-2.6
CPT0020130001
Normal
-2.6
CPT0007470001
Normal
-2.7
CPT0009080003
Normal
-2.7
CPT0025920001
Normal
-2.7
CPT0078840001
Normal
-2.7
CPT0078940001
Normal
-2.8
CPT0006730001
Normal
-2.8
CPT0012770003
Normal
-2.8
CPT0092740003
Normal
-2.9
CPT0089480003
Normal
-2.9
CPT0012570003
Normal
-2.9
CPT0086370003
Normal
-3.0
CPT0092800003
Normal
-3.0
CPT0066430001
Normal
-3.4
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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.