We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MLEC 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
93.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
203.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
201.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
201.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
186.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
176.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
175.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
158.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
155.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
154.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
154.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
149.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
145.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
139.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
135.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
133.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
132.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
129.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
126.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
126.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
125.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
124.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
115.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
115.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
106.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
103.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
99.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
99.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
93.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
87.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
85.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
82.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
82.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
78.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
76.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
76.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
74.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
74.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
73.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
72.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
69.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
68.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
67.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
65.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
65.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
64.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
61.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
57.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
56.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
52.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
51.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
47.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
45.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
42.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
41.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
38.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
37.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
35.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
35.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
29.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
28.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
27.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
25.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
MLEC is potential prognostic, high expression is favorable 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
99.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
322.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
301.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
273.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
251.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
241.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
240.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
239.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
231.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
226.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
225.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
224.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
222.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
221.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
218.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
216.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
216.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
212.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
212.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
206.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
206.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
204.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
200.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
200.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
200.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
198.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
191.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
189.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
189.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
188.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
188.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
188.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
187.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
184.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
183.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
181.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
178.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
178.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
177.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
177.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
174.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
172.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
172.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
172.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
172.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
169.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
169.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
168.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
168.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
167.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
166.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
166.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
166.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
166.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
164.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
161.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
161.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
161.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
161.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
161.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
161.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
160.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
160.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
158.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
157.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
157.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
156.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
156.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
155.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
155.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
154.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
152.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
151.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
150.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
150.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
149.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
148.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
148.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
147.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
146.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
146.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
146.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
146.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
144.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
143.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
143.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
143.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
142.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
142.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
141.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
140.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
140.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
139.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
139.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
139.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
139.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
138.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
138.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
138.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
138.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
137.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
137.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
137.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
137.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
136.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
136.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
135.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
135.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
135.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
134.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
134.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
133.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
133.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
133.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
133.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
132.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
132.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
132.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
132.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
131.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
131.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
131.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
131.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
130.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
130.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
130.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
130.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
129.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
129.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
128.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
128.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
128.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
128.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
128.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
128.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
128.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
127.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
127.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
127.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
127.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
126.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
126.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
126.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
126.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
125.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
125.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
125.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
125.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
124.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
124.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
124.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
124.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
123.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
123.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
123.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
122.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
121.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
121.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
121.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
121.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
120.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
120.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
120.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
120.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
118.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
118.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
118.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
118.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
118.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
118.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
117.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
117.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
117.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
117.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
116.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
115.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
115.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
114.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
114.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
114.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
114.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
114.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
114.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
114.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
113.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
113.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
113.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
112.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
112.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
111.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
111.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
111.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
111.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
110.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
109.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
109.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
108.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
108.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
108.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
107.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
107.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
107.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
107.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
107.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
106.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
106.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
105.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
105.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
104.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
104.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
104.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
104.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
104.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
103.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
103.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
103.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
103.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
102.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
102.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
102.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
102.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
101.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
101.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
100.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
100.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
100.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
99.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
99.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
99.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
99.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
99.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
99.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
99.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
98.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
98.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
98.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
98.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
98.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
97.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
97.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
97.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
97.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
97.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
96.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
96.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
96.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
96.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
96.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
96.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
95.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
95.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
95.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
95.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
94.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
94.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
93.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
93.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
93.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
93.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
93.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
92.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
92.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
92.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
92.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
91.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
91.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
91.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
90.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
90.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
90.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
89.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
89.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
89.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
88.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
88.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
88.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
88.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
88.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
87.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
87.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
87.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
87.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
87.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
86.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
86.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
86.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
86.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
86.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
86.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
85.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
85.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
85.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
85.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
84.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
84.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
84.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
84.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
84.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
84.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
83.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
83.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
82.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
82.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
82.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
82.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
81.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
81.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
81.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
81.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
81.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
80.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
80.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
79.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
79.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
79.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
79.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
78.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
78.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
78.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
78.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
78.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
77.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
77.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
77.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
77.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
76.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
76.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
75.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
75.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
75.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
75.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
75.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
74.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
74.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
73.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
73.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
73.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
73.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
72.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
72.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
72.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
72.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
72.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
71.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
71.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
71.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
70.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
70.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
70.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
70.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
69.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
69.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
68.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
68.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
68.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
68.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
67.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
67.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
67.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
67.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
67.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
67.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
67.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
67.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
66.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
66.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
66.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
66.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
66.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
66.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
65.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
65.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
65.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
64.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
64.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
64.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
64.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
64.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
64.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
64.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
64.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
63.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
63.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
63.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
63.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
63.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
63.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
63.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
62.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
62.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
62.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
62.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
61.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
61.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
61.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
61.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
60.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
60.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
60.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
59.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
59.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
59.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
59.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
59.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
58.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
58.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
58.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
58.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
58.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
57.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
57.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
57.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
56.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
56.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
56.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
56.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
55.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
55.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
55.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
55.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
55.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
55.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
55.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
55.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
54.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
54.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
54.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
54.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
54.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
53.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
53.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
53.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
53.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
52.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
52.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
52.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
52.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
52.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
52.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
52.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
51.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
51.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
51.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
50.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
50.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
50.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
50.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
49.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
49.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
49.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
48.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
48.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
48.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
48.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
48.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
48.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
47.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
47.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
47.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
46.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
46.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
46.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
46.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
45.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
45.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
45.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
44.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
44.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
44.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
44.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
43.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
42.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
42.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
42.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
42.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
42.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
41.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
41.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
41.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
41.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
40.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
40.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
40.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
39.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
39.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
38.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
38.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
37.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
36.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
36.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
35.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
35.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
35.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
34.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
34.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
33.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
33.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
33.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
31.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
30.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
30.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
30.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
29.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
29.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
29.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
29.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
25.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
25.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
24.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
21.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
MLEC 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
132.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
332.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
251.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
245.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
229.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
224.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
223.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
222.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
211.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
211.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
210.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
208.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
204.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
201.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
198.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
196.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
193.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
189.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
184.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
179.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
176.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
173.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
173.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
172.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
169.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
160.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
160.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
160.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
159.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
158.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
157.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
157.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
154.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
153.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
151.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
149.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
146.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
143.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
142.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
142.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
141.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
139.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
139.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
139.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
135.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
135.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
135.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
134.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
131.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
131.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
130.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
130.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
128.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
127.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
125.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
123.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
122.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
121.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
121.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
121.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
120.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
119.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
116.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
114.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
108.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
108.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
108.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
107.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
106.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
104.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
100.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
98.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
95.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
94.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
92.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
90.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
89.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
82.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
82.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
82.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
80.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
78.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
77.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
77.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
75.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
75.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
74.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
68.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
68.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
67.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
67.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
65.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
63.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
63.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
59.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
53.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
49.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
48.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
42.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MLEC 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
78.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
296.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
275.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
227.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
205.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
201.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
200.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
171.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
168.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
160.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
158.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
153.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
152.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
150.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
148.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
142.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
140.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
137.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
137.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
132.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
131.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
130.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
129.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
129.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
128.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
127.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
127.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
126.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
124.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
124.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
123.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
123.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
118.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
117.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
115.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
115.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
114.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
114.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
113.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
113.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
113.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
113.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
112.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
112.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
110.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
109.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
109.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
109.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
108.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
108.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
108.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
108.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
106.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
106.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
106.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
105.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
105.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
105.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
103.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
103.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
103.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
103.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
103.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
102.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
102.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
101.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
101.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
101.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
100.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
100.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
99.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
99.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
99.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
99.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
98.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
98.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
98.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
98.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
97.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
97.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
95.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
94.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
93.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
93.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
93.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
92.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
92.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
92.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
91.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
91.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
91.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
91.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
90.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
90.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
90.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
89.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
88.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
88.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
88.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
87.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
87.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
85.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
85.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
85.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
85.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
84.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
82.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
82.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
82.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
82.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
82.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
82.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
81.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
81.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
81.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
80.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
80.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
79.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
79.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
78.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
78.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
78.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
77.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
77.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
76.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
75.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
75.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
74.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
74.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
74.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
74.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
74.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
74.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
73.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
72.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
72.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
71.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
71.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
71.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
71.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
70.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
70.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
70.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
70.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
69.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
69.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
68.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
68.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
68.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
68.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
67.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
67.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
67.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
67.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
67.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
66.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
66.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
66.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
66.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
66.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
65.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
65.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
65.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
65.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
65.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
64.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
64.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
64.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
63.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
63.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
63.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
62.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
62.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
62.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
61.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
61.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
61.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
60.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
60.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
60.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
60.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
60.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
60.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
60.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
59.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
59.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
59.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
58.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
58.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
58.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
57.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
57.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
56.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
56.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
56.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
55.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
55.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
54.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
54.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
54.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
54.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
54.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
53.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
53.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
53.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
53.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
52.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
52.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
52.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
52.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
51.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
51.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
49.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
49.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
49.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
48.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
48.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
48.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
48.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
48.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
48.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
48.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
48.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
47.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
47.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
47.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
47.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
46.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
46.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
46.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
45.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
44.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
44.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
44.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
44.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
43.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
43.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
43.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
42.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
41.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
41.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
40.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
40.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
40.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
39.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
39.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
38.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
37.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
37.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
36.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
36.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
36.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
35.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
35.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
33.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
33.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
33.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
32.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
31.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
30.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
30.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
29.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
28.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
28.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
27.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
27.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
27.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
26.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
25.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
24.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
23.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
18.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023350003
Tumor
1.8
CPT0001180009
Tumor
1.4
CPT0012550003
Tumor
1.2
CPT0002350011
Tumor
1.2
CPT0079270003
Tumor
1.2
CPT0086820003
Tumor
1.2
CPT0014450004
Tumor
1.1
CPT0088690003
Tumor
1.1
CPT0025110003
Tumor
1.0
CPT0086950003
Tumor
0.9
CPT0012280003
Tumor
0.8
CPT0001340003
Tumor
0.8
CPT0025290003
Tumor
0.8
CPT0011410003
Tumor
0.8
CPT0079480003
Tumor
0.7
CPT0079410003
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0025880003
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0078800003
Tumor
0.6
CPT0088480003
Tumor
0.6
CPT0063630003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0015810003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0092160003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0010110003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0088780001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0066430001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0078840001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0014130001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0088570001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0081990003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0075720003
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0078510003
Tumor
-0.3
CPT0007470001
Normal
-0.3
CPT0001500009
Tumor
-0.4
CPT0001510001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0084590001
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0066480003
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0026410003
Tumor
-0.4
CPT0086890003
Normal
-0.4
CPT0078530001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0001230001
Normal
-0.5
CPT0088550004
Tumor
-0.5
CPT0012090003
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0075560003
Tumor
-0.6
CPT0012570003
Normal
-0.6
CPT0078660003
Tumor
-0.6
CPT0019160001
Normal
-0.6
CPT0075170001
Normal
-0.6
CPT0002370001
Normal
-0.6
CPT0000780007
Tumor
-0.6
CPT0088970003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0092190003
Normal
-0.7
CPT0001550001
Normal
-0.7
CPT0079510001
Normal
-0.7
CPT0079300001
Normal
-0.7
CPT0077320001
Normal
-0.7
CPT0012770003
Normal
-0.8
CPT0014470001
Normal
-0.8
CPT0012900004
Tumor
-0.8
CPT0079180003
Tumor
-0.8
CPT0018250001
Normal
-0.9
CPT0084560003
Tumor
-0.9
CPT0017450001
Normal
-1.0
CPT0009080003
Normal
-1.1
CPT0012640003
Normal
-1.3
CPT0009020003
Normal
-1.3
CPT0009060003
Tumor
-1.4
CPT0011240003
Tumor
-1.5
CPT0024680001
Normal
-1.5
CPT0012920003
Normal
-1.6
CPT0017410003
Tumor
-2.4
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.