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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.
METTL26 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
44.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
231.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
125.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
96.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
85.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
80.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
79.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
73.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
72.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
69.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
68.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
65.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
62.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
59.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
58.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
56.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
52.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
51.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
50.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
49.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
49.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
48.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
47.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
47.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
47.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
47.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
46.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
46.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
44.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
44.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
41.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
41.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
36.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
35.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
34.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
33.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
33.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
32.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
31.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
30.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
30.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
30.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
30.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
30.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
27.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
27.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
27.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
27.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
23.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
23.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
21.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
17.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
14.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
METTL26 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
102.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
548.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
496.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
373.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
329.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
316.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
314.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
306.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
277.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
273.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
252.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
248.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
246.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
245.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
240.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
234.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
233.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
227.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
224.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
222.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
221.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
220.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
218.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
216.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
215.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
209.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
202.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
202.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
198.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
196.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
196.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
195.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
193.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
193.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
192.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
191.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
190.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
187.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
185.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
184.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
183.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
181.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
179.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
179.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
174.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
171.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
169.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
169.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
169.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
168.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
168.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
166.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
165.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
165.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
165.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
164.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
164.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
164.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
163.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
163.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
161.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
160.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
158.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
156.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
156.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
156.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
155.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
152.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
151.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
151.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
150.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
150.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
150.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
150.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
149.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
149.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
149.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
148.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
148.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
148.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
148.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
147.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
147.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
147.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
147.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
146.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
145.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
145.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
145.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
144.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
142.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
141.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
141.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
141.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
141.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
139.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
138.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
138.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
138.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
137.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
136.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
136.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
135.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
135.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
135.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
135.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
134.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
134.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
133.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
132.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
132.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
132.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
131.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
131.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
131.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
131.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
131.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
131.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
130.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
129.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
129.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
128.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
128.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
126.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
126.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
126.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
126.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
126.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
125.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
124.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
124.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
124.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
124.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
124.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
124.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
123.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
123.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
123.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
122.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
122.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
121.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
121.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
121.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
120.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
120.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
120.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
120.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
120.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
120.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
119.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
119.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
119.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
119.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
118.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
116.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
116.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
116.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
116.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
116.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
115.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
114.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
114.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
114.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
114.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
113.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
113.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
112.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
111.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
111.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
111.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
111.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
111.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
110.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
110.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
110.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
109.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
109.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
109.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
109.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
108.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
108.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
108.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
108.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
108.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
108.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
107.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
107.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
107.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
107.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
107.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
107.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
107.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
107.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
106.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
106.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
106.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
106.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
105.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
105.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
105.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
105.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
105.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
105.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
105.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
104.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
104.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
104.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
104.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
104.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
104.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
103.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
103.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
103.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
103.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
102.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
102.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
101.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
101.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
101.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
101.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
101.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
101.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
101.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
100.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
100.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
99.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
99.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
99.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
98.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
97.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
97.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
97.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
96.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
96.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
96.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
96.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
96.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
95.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
95.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
95.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
95.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
95.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
95.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
94.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
94.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
94.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
94.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
94.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
94.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
93.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
93.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
93.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
93.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
93.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
93.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
92.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
92.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
92.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
92.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
91.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
91.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
91.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
91.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
91.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
91.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
90.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
90.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
90.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
90.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
90.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
90.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
90.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
89.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
89.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
89.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
89.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
88.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
88.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
88.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
87.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
87.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
87.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
87.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
87.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
87.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
87.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
86.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
86.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
86.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
86.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
85.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
85.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
84.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
84.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
84.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
84.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
83.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
83.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
83.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
83.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
83.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
83.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
82.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
82.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
82.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
82.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
82.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
82.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
81.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
81.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
81.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
81.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
80.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
80.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
80.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
80.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
80.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
79.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
79.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
79.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
79.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
79.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
78.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
78.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
78.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
78.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
78.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
78.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
77.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
77.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
77.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
77.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
76.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
76.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
76.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
76.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
76.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
75.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
75.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
75.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
75.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
74.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
74.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
74.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
74.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
74.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
74.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
74.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
73.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
73.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
72.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
72.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
72.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
72.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
72.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
71.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
71.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
71.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
71.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
71.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
71.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
70.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
70.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
70.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
69.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
69.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
69.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
69.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
69.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
69.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
68.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
68.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
67.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
67.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
67.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
67.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
67.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
67.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
67.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
66.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
66.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
66.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
66.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
66.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
66.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
66.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
66.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
66.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
65.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
65.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
65.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
65.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
65.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
65.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
65.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
64.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
64.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
64.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
64.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
64.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
63.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
63.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
63.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
63.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
63.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
63.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
62.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
62.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
62.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
62.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
61.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
61.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
61.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
61.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
60.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
60.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
60.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
60.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
60.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
59.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
59.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
59.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
58.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
57.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
56.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
56.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
56.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
56.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
56.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
56.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
56.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
56.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
55.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
55.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
54.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
54.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
54.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
54.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
53.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
53.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
53.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
52.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
52.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
52.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
52.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
52.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
52.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
52.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
51.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
51.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
51.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
51.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
51.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
51.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
50.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
50.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
49.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
49.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
49.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
48.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
48.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
48.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
47.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
47.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
47.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
47.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
47.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
46.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
46.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
46.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
45.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
45.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
44.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
43.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
43.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
43.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
43.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
42.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
41.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
41.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
40.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
40.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
40.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
40.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
39.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
39.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
38.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
38.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
37.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
37.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
36.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
35.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
35.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
34.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
33.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
30.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
30.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
29.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
28.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
28.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
27.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
27.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
25.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
23.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
23.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
15.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
METTL26 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
97.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
270.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
254.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
208.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
192.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
179.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
179.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
166.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
163.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
160.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
157.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
141.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
138.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
132.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
132.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
130.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
130.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
127.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
127.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
126.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
125.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
124.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
123.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
122.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
120.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
118.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
118.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
115.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
113.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
112.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
111.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
110.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
109.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
108.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
108.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
107.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
106.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
106.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
105.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
103.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
100.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
99.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
97.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
96.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
96.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
94.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
94.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
93.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
93.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
93.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
92.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
91.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
91.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
90.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
89.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
88.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
87.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
87.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
86.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
85.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
85.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
84.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
82.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
82.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
82.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
79.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
78.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
78.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
77.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
77.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
77.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
76.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
75.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
74.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
74.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
74.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
72.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
71.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
69.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
69.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
68.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
68.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
60.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
59.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
58.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
57.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
56.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
56.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
55.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
53.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
50.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
48.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
46.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
42.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
42.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
34.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
30.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
29.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
METTL26 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
85.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
287.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
282.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
274.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
259.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
244.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
229.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
208.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
208.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
199.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
196.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
189.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
188.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
188.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
185.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
179.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
175.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
166.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
166.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
163.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
161.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
157.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
156.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
154.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
149.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
149.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
147.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
147.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
144.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
143.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
140.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
139.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
137.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
137.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
135.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
134.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
131.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
131.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
130.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
130.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
129.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
128.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
127.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
126.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
126.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
125.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
125.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
124.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
122.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
121.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
121.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
119.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
118.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
118.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
117.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
115.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
114.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
114.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
114.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
114.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
113.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
113.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
112.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
112.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
111.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
110.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
110.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
109.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
109.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
108.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
108.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
108.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
107.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
106.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
106.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
105.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
105.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
104.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
104.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
103.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
102.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
102.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
101.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
101.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
100.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
100.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
100.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
99.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
99.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
99.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
98.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
95.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
94.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
94.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
94.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
94.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
93.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
93.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
93.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
93.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
93.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
92.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
92.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
91.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
91.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
91.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
91.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
91.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
90.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
90.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
90.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
87.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
87.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
87.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
86.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
86.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
86.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
85.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
85.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
84.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
83.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
83.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
83.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
83.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
83.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
82.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
82.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
81.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
81.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
80.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
80.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
80.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
79.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
78.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
78.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
78.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
77.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
76.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
76.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
75.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
75.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
75.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
75.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
74.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
74.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
73.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
73.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
72.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
72.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
71.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
71.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
70.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
70.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
70.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
70.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
69.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
69.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
69.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
69.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
68.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
68.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
68.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
68.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
68.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
67.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
67.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
67.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
67.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
67.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
67.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
66.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
66.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
66.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
65.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
63.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
63.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
63.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
63.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
63.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
62.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
62.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
61.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
61.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
61.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
60.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
60.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
60.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
59.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
59.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
59.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
59.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
59.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
58.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
58.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
58.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
57.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
57.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
57.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
57.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
57.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
56.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
56.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
56.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
56.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
56.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
55.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
55.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
55.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
55.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
55.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
54.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
54.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
53.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
53.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
53.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
53.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
53.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
52.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
52.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
52.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
52.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
51.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
51.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
51.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
51.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
50.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
49.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
49.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
48.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
48.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
48.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
47.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
46.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
45.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
45.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
45.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
44.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
44.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
44.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
44.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
43.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
43.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
43.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
42.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
42.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
42.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
42.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
42.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
41.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
41.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
38.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
38.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
37.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
37.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
37.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
36.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
34.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
34.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
33.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
33.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
31.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
30.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
29.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
28.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
27.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
26.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
25.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
24.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
22.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
21.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
19.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079270003
Tumor
1.4
CPT0000640003
Tumor
1.2
CPT0012280003
Tumor
1.2
CPT0006440003
Tumor
1.1
CPT0012670003
Tumor
1.1
CPT0017410003
Tumor
1.0
CPT0001540009
Tumor
1.0
CPT0086820003
Tumor
0.9
CPT0025880003
Tumor
0.9
CPT0009000003
Tumor
0.9
CPT0006630003
Tumor
0.9
CPT0078990003
Tumor
0.9
CPT0000870016
Tumor
0.9
CPT0075720003
Tumor
0.9
CPT0071150004
Tumor
0.8
CPT0079480003
Tumor
0.8
CPT0084560003
Tumor
0.8
CPT0014450004
Tumor
0.8
CPT0079230003
Tumor
0.8
CPT0007320003
Tumor
0.8
CPT0085670003
Tumor
0.7
CPT0077110003
Tumor
0.7
CPT0025110003
Tumor
0.7
CPT0011240003
Tumor
0.7
CPT0015810003
Tumor
0.7
CPT0026410003
Tumor
0.7
CPT0007860003
Tumor
0.7
CPT0012080003
Tumor
0.7
CPT0077490003
Tumor
0.6
CPT0025350003
Tumor
0.6
CPT0024670003
Tumor
0.6
CPT0010110003
Tumor
0.6
CPT0065870003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0000780007
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0025580004
Tumor
0.6
CPT0002350011
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0078930003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0023350003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0025050003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0086030003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0092160003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0086950003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0015730003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0025060001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0075130003
Tumor
-0.3
CPT0075570001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0088550004
Tumor
-0.3
CPT0006530001
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0065810003
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0007870001
Normal
-0.4
CPT0002270011
Tumor
-0.4
CPT0002370001
Normal
-0.4
CPT0089480003
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0084590001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0077320001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0001340003
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0088710001
Normal
-0.5
CPT0013790003
Normal
-0.5
CPT0088500001
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0092190003
Normal
-0.5
CPT0088920001
Normal
-0.5
CPT0023710001
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0077140001
Normal
-0.5
CPT0075170001
Normal
-0.5
CPT0079300001
Normal
-0.5
CPT0000660001
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0078940001
Normal
-0.6
CPT0001270001
Normal
-0.6
CPT0078530001
Normal
-0.6
CPT0069190001
Normal
-0.7
CPT0092740003
Normal
-0.9
CPT0065820001
Normal
-1.1
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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.
The Human Protein Atlas project is funded
