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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DYNLT1 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
73.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
152.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
150.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
143.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
127.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
119.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
118.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
113.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
112.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
109.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
103.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
102.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
102.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
102.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
94.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
90.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
88.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
86.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
86.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
85.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
84.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
79.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
77.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
75.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
75.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
75.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
75.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
74.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
72.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
72.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
70.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
70.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
68.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
67.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
67.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
65.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
65.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
60.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
59.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
59.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
59.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
59.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
58.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
57.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
57.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
56.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
56.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
55.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
54.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
53.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
52.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
52.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
49.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
49.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
49.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
48.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
44.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
41.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
40.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
38.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
34.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
33.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
31.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
DYNLT1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
130.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
364.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
348.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
288.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
287.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
279.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
275.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
261.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
256.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
255.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
253.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
253.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
251.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
227.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
225.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
224.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
216.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
216.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
215.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
213.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
212.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
212.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
212.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
208.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
207.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
207.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
207.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
205.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
204.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
201.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
200.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
197.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
197.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
196.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
196.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
195.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
194.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
193.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
192.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
191.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
191.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
190.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
189.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
188.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
187.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
187.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
186.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
184.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
183.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
183.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
183.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
182.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
181.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
181.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
181.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
181.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
180.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
180.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
180.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
179.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
178.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
178.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
177.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
176.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
176.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
175.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
175.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
175.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
175.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
174.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
174.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
174.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
174.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
174.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
173.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
173.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
173.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
172.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
172.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
172.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
172.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
171.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
171.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
171.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
170.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
170.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
169.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
169.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
169.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
167.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
167.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
166.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
166.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
166.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
166.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
165.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
165.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
164.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
164.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
164.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
164.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
164.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
163.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
163.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
163.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
162.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
162.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
162.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
162.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
162.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
162.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
162.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
162.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
161.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
161.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
161.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
160.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
160.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
160.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
159.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
159.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
159.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
158.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
158.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
158.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
157.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
157.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
157.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
156.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
156.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
156.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
155.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
155.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
154.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
154.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
154.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
154.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
154.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
153.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
153.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
152.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
152.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
152.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
152.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
151.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
151.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
151.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
150.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
150.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
149.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
149.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
149.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
148.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
148.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
148.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
148.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
148.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
147.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
147.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
147.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
147.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
147.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
146.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
146.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
146.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
145.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
145.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
145.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
145.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
144.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
144.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
144.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
144.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
144.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
144.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
143.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
143.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
143.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
143.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
143.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
143.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
143.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
142.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
142.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
142.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
141.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
141.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
141.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
141.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
141.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
141.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
140.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
140.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
140.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
140.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
140.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
140.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
140.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
140.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
139.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
139.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
139.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
139.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
139.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
139.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
138.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
137.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
137.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
137.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
136.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
136.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
136.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
136.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
136.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
135.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
135.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
135.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
135.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
135.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
135.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
135.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
135.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
134.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
134.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
134.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
134.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
134.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
134.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
134.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
133.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
133.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
133.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
132.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
132.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
132.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
132.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
132.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
132.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
131.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
131.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
131.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
131.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
130.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
130.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
130.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
129.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
129.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
129.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
129.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
129.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
129.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
128.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
128.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
128.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
128.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
128.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
128.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
128.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
127.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
127.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
127.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
127.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
127.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
126.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
126.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
126.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
125.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
125.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
125.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
125.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
124.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
123.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
123.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
123.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
123.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
123.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
123.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
122.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
122.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
121.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
121.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
121.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
121.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
121.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
121.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
121.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
121.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
121.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
121.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
120.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
120.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
120.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
120.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
120.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
120.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
120.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
120.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
119.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
118.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
118.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
118.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
118.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
117.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
117.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
117.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
117.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
117.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
116.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
116.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
116.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
115.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
115.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
115.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
115.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
115.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
113.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
113.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
113.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
113.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
113.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
113.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
113.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
112.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
112.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
112.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
112.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
112.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
112.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
112.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
112.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
111.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
111.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
111.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
111.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
110.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
110.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
110.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
109.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
109.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
109.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
109.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
109.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
109.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
109.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
108.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
108.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
108.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
108.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
108.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
108.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
108.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
107.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
107.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
107.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
107.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
107.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
106.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
106.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
106.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
106.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
105.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
105.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
105.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
105.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
104.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
104.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
104.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
104.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
104.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
104.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
103.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
103.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
103.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
103.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
102.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
102.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
102.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
102.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
102.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
102.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
101.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
101.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
101.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
101.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
100.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
100.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
100.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
100.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
100.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
99.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
99.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
99.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
99.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
98.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
98.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
98.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
97.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
97.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
97.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
97.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
96.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
96.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
96.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
96.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
96.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
96.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
96.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
96.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
96.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
95.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
95.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
95.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
95.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
94.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
94.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
94.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
94.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
94.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
94.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
93.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
93.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
93.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
93.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
93.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
93.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
93.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
92.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
92.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
92.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
92.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
92.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
92.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
91.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
91.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
91.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
90.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
90.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
89.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
89.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
89.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
89.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
88.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
88.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
88.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
87.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
87.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
87.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
86.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
86.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
86.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
85.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
84.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
84.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
84.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
83.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
82.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
82.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
82.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
82.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
82.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
82.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
82.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
81.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
80.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
80.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
80.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
80.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
80.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
80.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
80.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
79.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
79.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
79.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
78.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
78.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
78.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
78.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
78.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
78.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
78.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
77.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
77.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
77.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
77.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
77.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
77.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
76.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
76.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
76.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
75.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
74.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
74.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
74.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
74.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
72.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
72.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
71.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
71.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
70.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
70.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
70.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
70.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
68.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
68.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
67.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
64.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
63.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
61.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
59.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
59.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
57.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
56.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
48.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
48.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
48.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
41.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
39.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
39.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
37.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DYNLT1 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
126.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
292.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
292.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
270.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
210.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
209.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
205.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
186.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
184.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
178.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
178.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
177.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
166.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
165.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
164.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
164.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
161.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
161.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
160.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
159.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
156.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
155.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
154.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
154.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
152.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
147.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
145.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
142.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
142.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
139.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
137.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
137.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
136.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
134.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
133.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
133.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
133.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
132.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
132.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
131.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
130.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
126.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
125.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
125.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
125.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
125.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
124.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
123.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
122.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
122.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
122.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
121.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
120.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
120.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
120.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
119.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
118.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
118.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
115.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
114.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
113.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
111.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
111.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
111.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
110.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
109.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
109.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
109.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
106.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
105.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
103.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
102.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
101.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
100.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
99.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
97.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
96.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
96.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
96.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
95.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
95.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
94.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
93.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
89.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
88.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
87.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
86.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
84.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
81.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
78.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
78.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
77.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
75.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
73.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
72.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
70.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
66.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
61.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
58.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
53.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 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.
DYNLT1 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
196.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
495.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
397.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
386.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
380.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
378.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
374.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
363.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
350.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
350.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
348.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
348.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
344.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
334.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
334.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
333.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
332.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
328.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
321.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
319.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
318.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
311.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
306.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
302.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
300.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
300.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
300.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
299.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
298.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
296.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
295.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
294.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
294.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
293.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
290.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
290.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
289.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
286.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
282.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
281.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
275.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
274.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
273.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
267.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
264.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
263.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
262.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
261.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
260.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
260.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
258.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
257.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
256.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
256.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
255.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
254.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
254.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
252.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
250.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
249.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
249.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
247.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
245.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
245.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
244.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
243.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
243.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
242.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
241.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
240.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
239.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
238.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
236.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
236.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
235.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
235.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
235.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
233.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
232.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
232.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
232.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
230.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
230.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
230.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
229.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
227.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
227.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
225.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
225.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
225.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
225.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
224.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
224.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
223.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
223.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
222.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
221.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
221.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
220.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
219.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
219.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
218.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
218.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
217.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
216.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
216.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
216.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
215.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
215.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
213.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
213.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
212.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
211.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
211.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
209.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
209.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
209.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
208.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
207.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
207.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
207.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
207.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
206.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
206.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
206.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
206.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
205.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
205.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
204.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
204.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
200.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
199.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
198.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
198.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
198.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
198.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
197.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
197.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
196.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
196.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
195.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
193.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
192.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
192.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
191.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
191.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
190.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
190.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
188.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
188.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
188.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
188.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
188.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
187.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
186.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
186.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
186.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
185.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
185.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
184.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
181.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
181.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
180.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
180.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
179.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
179.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
177.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
175.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
175.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
174.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
174.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
174.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
174.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
173.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
173.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
172.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
172.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
169.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
169.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
167.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
166.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
166.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
166.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
165.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
164.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
163.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
163.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
161.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
158.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
156.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
156.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
155.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
155.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
154.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
154.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
153.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
152.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
152.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
152.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
151.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
150.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
149.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
148.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
148.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
147.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
146.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
145.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
145.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
145.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
144.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
143.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
142.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
138.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
137.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
137.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
137.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
136.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
135.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
135.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
134.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
134.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
134.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
133.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
133.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
133.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
132.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
131.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
129.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
129.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
129.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
127.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
127.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
127.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
126.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
125.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
125.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
124.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
123.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
121.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
120.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
119.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
118.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
118.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
118.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
117.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
114.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
113.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
112.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
110.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
109.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
108.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
107.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
107.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
107.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
105.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
103.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
102.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
101.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
96.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
95.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
93.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
91.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
91.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
89.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
89.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
88.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
87.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
87.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
85.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
84.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
82.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
79.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
77.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
75.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
74.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
73.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
72.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
71.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
58.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
56.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
54.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
42.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
40.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.6
CPT0017850003
Tumor
1.1
CPT0011410003
Tumor
1.0
CPT0002270011
Tumor
0.8
CPT0001340003
Tumor
0.7
CPT0010110003
Tumor
0.6
CPT0001260009
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0078800003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0079430001
Normal
0.4
CPT0076330003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0079270003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0084590001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0075560003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0019130003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0088480003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0001220008
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0078510003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0026410003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0079300001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0079000001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0012550003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0065450001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0006440003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0078940001
Normal
-0.2
CPT0025290003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0015810003
Tumor
-0.3
CPT0086970003
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0006950001
Normal
-0.3
CPT0025350003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0086030003
Tumor
-0.3
CPT0092310003
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0075720003
Tumor
-0.4
CPT0078530001
Normal
-0.4
CPT0065690003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0015730003
Tumor
-0.5
CPT0089460004
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0078660003
Tumor
-0.8
CPT0092790003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
