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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.
MLF2 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
212.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
382.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
347.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
340.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
340.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
337.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
335.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
322.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
311.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
296.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
293.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
292.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
272.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
270.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
264.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
262.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
256.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
253.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
252.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
251.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
249.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
249.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
240.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
239.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
230.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
225.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
221.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
219.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
216.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
212.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
212.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
201.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
194.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
192.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
190.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
189.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
189.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
187.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
186.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
186.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
185.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
184.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
184.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
183.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
182.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
180.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
173.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
172.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
170.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
170.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
164.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
157.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
156.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
153.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
152.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
132.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
129.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
122.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
120.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
118.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
110.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
109.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
107.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
106.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MLF2 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
134.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
379.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
332.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
327.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
271.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
257.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
250.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
248.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
248.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
241.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
241.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
215.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
214.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
213.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
209.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
205.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
202.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
202.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
200.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
199.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
198.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
198.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
195.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
194.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
194.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
190.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
190.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
190.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
190.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
190.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
189.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
188.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
187.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
186.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
185.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
185.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
184.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
184.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
183.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
183.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
182.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
181.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
181.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
180.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
180.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
179.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
178.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
178.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
178.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
177.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
177.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
175.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
175.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
173.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
172.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
172.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
172.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
171.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
170.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
170.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
170.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
169.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
169.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
169.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
168.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
168.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
168.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
168.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
168.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
168.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
167.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
167.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
167.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
166.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
166.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
165.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
165.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
165.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
165.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
165.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
164.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
164.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
163.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
163.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
163.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
163.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
162.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
161.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
161.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
161.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
161.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
161.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
161.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
161.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
161.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
161.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
160.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
160.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
160.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
160.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
160.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
160.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
160.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
159.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
159.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
158.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
158.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
158.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
158.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
157.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
157.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
156.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
156.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
156.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
156.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
155.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
155.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
155.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
155.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
155.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
155.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
155.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
155.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
155.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
154.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
154.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
154.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
154.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
154.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
153.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
152.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
152.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
152.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
152.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
152.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
152.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
151.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
151.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
151.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
150.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
150.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
150.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
150.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
150.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
149.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
149.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
149.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
149.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
149.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
149.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
149.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
149.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
148.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
148.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
148.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
148.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
147.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
147.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
147.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
147.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
147.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
147.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
147.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
147.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
147.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
147.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
146.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
146.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
146.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
146.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
146.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
146.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
145.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
145.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
145.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
145.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
145.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
145.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
145.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
145.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
145.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
145.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
145.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
145.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
144.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
144.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
144.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
144.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
144.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
144.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
144.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
144.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
144.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
144.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
143.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
143.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
143.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
143.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
142.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
142.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
141.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
141.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
141.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
141.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
141.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
140.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
140.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
140.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
140.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
140.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
140.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
140.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
140.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
140.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
139.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
139.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
139.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
139.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
139.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
138.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
138.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
138.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
138.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
138.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
138.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
138.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
138.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
138.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
137.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
137.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
137.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
136.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
136.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
136.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
136.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
136.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
136.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
136.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
136.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
135.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
135.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
135.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
135.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
135.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
134.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
134.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
134.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
134.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
134.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
134.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
134.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
134.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
134.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
133.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
133.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
133.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
133.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
133.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
132.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
132.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
132.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
132.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
132.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
132.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
132.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
132.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
131.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
131.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
131.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
131.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
130.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
130.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
130.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
130.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
130.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
129.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
129.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
129.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
129.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
128.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
128.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
128.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
127.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
127.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
127.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
127.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
127.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
127.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
127.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
127.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
127.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
127.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
126.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
126.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
125.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
125.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
125.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
125.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
125.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
125.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
125.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
125.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
125.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
124.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
124.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
124.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
124.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
124.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
124.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
124.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
124.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
124.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
124.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
124.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
123.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
123.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
123.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
123.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
123.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
122.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
122.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
122.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
122.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
122.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
122.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
122.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
122.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
122.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
122.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
121.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
121.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
121.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
121.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
121.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
121.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
121.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
120.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
120.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
120.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
120.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
120.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
119.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
119.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
119.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
119.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
119.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
119.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
118.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
118.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
118.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
118.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
118.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
118.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
118.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
118.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
117.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
117.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
117.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
117.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
117.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
117.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
117.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
116.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
116.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
116.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
116.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
116.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
116.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
116.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
116.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
116.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
115.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
115.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
115.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
115.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
115.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
115.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
115.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
115.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
115.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
115.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
114.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
114.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
114.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
114.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
114.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
113.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
113.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
113.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
113.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
113.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
113.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
113.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
113.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
113.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
112.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
112.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
112.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
112.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
112.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
111.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
111.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
111.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
111.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
111.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
111.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
111.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
111.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
110.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
110.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
110.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
110.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
110.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
109.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
108.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
108.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
108.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
108.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
107.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
107.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
107.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
107.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
106.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
106.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
106.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
106.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
105.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
105.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
105.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
105.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
105.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
105.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
104.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
104.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
104.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
104.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
104.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
104.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
103.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
103.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
103.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
102.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
102.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
102.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
102.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
102.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
102.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
101.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
101.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
101.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
101.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
101.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
100.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
100.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
99.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
99.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
98.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
98.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
98.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
98.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
97.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
97.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
97.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
97.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
96.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
96.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
96.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
96.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
95.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
94.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
94.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
94.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
93.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
92.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
92.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
92.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
91.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
90.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
90.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
90.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
90.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
90.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
90.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
90.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
90.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
88.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
88.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
88.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
88.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
86.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
86.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
86.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
86.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
85.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
85.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
84.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
82.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
81.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
80.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
79.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
78.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
78.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
78.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
77.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
76.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
75.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
75.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
71.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
70.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
67.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
65.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
65.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
61.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
58.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
58.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
57.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
57.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
47.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
44.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
40.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
MLF2 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
132.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
256.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
231.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
211.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
204.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
201.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
193.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
191.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
186.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
179.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
178.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
177.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
171.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
171.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
169.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
167.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
167.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
165.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
164.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
159.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
158.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
158.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
156.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
155.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
152.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
150.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
148.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
148.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
147.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
147.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
145.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
145.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
144.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
144.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
142.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
140.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
139.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
139.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
138.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
138.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
138.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
137.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
133.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
130.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
129.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
128.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
125.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
123.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
122.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
120.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
120.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
119.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
118.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
118.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
117.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
117.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
117.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
116.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
116.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
116.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
115.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
113.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
113.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
113.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
112.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
112.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
111.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
111.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
111.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
109.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
108.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
108.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
108.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
108.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
107.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
107.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
107.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
106.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
105.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
105.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
105.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
103.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
103.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
103.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
103.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
102.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
102.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
101.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
100.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
100.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
99.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
98.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
97.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
96.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
95.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
94.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
94.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
92.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
88.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
86.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 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.
MLF2 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
219.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
507.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
473.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
473.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
464.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
450.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
428.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
414.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
407.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
401.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
400.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
399.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
391.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
387.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
381.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
375.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
371.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
370.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
364.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
358.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
353.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
351.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
341.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
336.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
329.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
326.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
324.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
323.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
323.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
322.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
322.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
320.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
317.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
311.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
306.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
306.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
305.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
302.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
301.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
300.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
298.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
294.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
294.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
293.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
292.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
289.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
288.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
284.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
282.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
282.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
278.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
278.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
276.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
276.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
275.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
273.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
272.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
272.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
267.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
266.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
266.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
265.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
263.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
263.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
261.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
261.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
260.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
259.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
258.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
256.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
256.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
256.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
255.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
253.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
253.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
251.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
249.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
248.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
247.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
247.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
247.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
247.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
246.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
244.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
243.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
241.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
241.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
241.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
240.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
239.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
239.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
238.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
238.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
238.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
238.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
237.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
235.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
235.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
235.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
234.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
234.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
234.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
229.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
228.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
228.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
227.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
227.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
227.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
227.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
225.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
225.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
223.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
223.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
221.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
221.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
221.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
220.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
219.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
219.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
219.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
219.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
219.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
218.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
218.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
217.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
217.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
216.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
216.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
215.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
215.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
213.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
213.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
210.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
210.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
205.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
205.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
205.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
204.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
203.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
203.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
202.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
202.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
201.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
200.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
200.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
199.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
199.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
199.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
198.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
198.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
197.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
197.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
197.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
197.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
194.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
194.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
193.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
193.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
193.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
192.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
192.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
192.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
192.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
192.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
191.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
191.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
191.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
191.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
191.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
190.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
190.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
189.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
189.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
188.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
188.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
188.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
187.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
185.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
185.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
185.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
184.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
184.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
183.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
183.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
182.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
181.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
180.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
179.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
179.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
178.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
178.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
178.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
177.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
176.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
176.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
175.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
175.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
175.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
175.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
174.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
173.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
173.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
172.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
172.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
171.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
171.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
171.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
171.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
171.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
170.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
170.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
169.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
168.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
168.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
167.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
167.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
166.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
165.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
163.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
163.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
163.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
163.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
162.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
162.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
161.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
160.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
160.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
159.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
159.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
159.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
158.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
158.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
157.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
156.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
155.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
155.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
154.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
152.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
152.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
152.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
151.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
151.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
151.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
151.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
151.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
146.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
145.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
145.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
144.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
142.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
141.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
141.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
138.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
138.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
137.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
137.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
135.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
135.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
132.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
130.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
130.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
129.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
128.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
126.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
126.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
125.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
123.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
122.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
122.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
117.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
116.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
106.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
104.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
101.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
101.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
97.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
92.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
90.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
89.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
81.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
79.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
78.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
76.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012670003
Tumor
2.1
CPT0012550003
Tumor
1.1
CPT0063630003
Tumor
1.0
CPT0026420001
Normal
0.8
CPT0023350003
Tumor
0.6
CPT0079410003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0000890001
Normal
0.5
CPT0014450004
Tumor
0.5
CPT0079000001
Normal
0.5
CPT0007470001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0024670003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0025610001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0001340003
Tumor
0.4
CPT0017850003
Tumor
0.3
CPT0020130001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0089480003
Normal
0.3
CPT0002270011
Tumor
0.3
CPT0069010001
Normal
0.3
CPT0009080003
Normal
0.3
CPT0086820003
Tumor
0.3
CPT0001550001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0079510001
Normal
0.3
CPT0024680001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0012080003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0015810003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0076350001
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0092740003
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0014470001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0092190003
Normal
0.1
CPT0066430001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0087050003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0075570001
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0025290003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0089460004
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0013790003
Normal
-0.3
CPT0092790003
Tumor
-0.3
CPT0081990003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0020120003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0025110003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0092290003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0078510003
Tumor
-0.9
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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
