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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.
FBXL5 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
36.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
83.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
78.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
71.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
63.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
60.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
59.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
54.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
53.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
47.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
46.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
46.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
43.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
43.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
41.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
40.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
40.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
40.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
40.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
39.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
39.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
39.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
39.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
38.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
38.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
38.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
38.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
37.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
37.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
37.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
36.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
35.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
35.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
35.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
34.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
32.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
32.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
31.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
31.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
30.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
30.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
28.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
28.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
28.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
28.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
28.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
27.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
26.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
24.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
23.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
23.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
22.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
20.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
19.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
19.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXL5 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
100.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
330.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
312.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
293.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
270.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
249.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
245.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
228.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
223.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
219.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
217.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
214.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
213.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
213.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
210.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
207.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
206.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
206.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
204.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
204.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
201.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
200.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
200.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
199.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
198.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
191.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
191.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
187.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
187.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
186.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
178.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
176.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
176.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
175.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
174.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
173.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
169.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
168.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
166.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
166.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
166.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
165.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
165.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
165.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
165.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
164.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
163.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
163.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
160.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
159.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
158.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
157.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
157.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
157.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
156.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
156.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
156.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
155.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
155.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
155.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
155.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
154.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
154.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
154.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
153.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
153.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
153.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
153.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
152.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
151.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
151.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
150.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
150.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
150.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
149.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
149.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
148.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
148.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
148.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
147.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
147.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
147.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
147.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
147.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
146.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
146.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
144.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
143.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
143.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
143.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
143.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
143.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
143.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
142.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
141.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
141.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
141.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
141.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
140.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
139.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
139.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
139.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
138.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
137.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
137.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
137.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
136.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
136.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
136.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
136.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
136.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
136.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
135.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
135.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
134.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
134.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
134.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
134.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
134.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
133.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
133.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
132.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
132.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
131.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
130.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
130.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
130.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
130.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
129.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
128.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
128.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
128.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
128.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
127.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
127.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
127.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
127.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
126.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
126.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
126.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
125.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
125.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
125.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
125.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
125.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
125.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
124.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
123.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
123.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
123.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
123.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
123.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
122.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
122.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
122.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
122.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
121.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
120.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
119.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
119.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
118.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
118.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
118.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
117.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
117.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
117.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
117.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
117.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
116.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
115.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
115.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
115.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
115.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
114.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
114.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
114.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
114.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
114.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
113.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
113.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
113.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
113.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
113.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
113.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
112.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
112.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
112.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
112.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
111.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
111.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
111.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
111.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
110.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
110.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
110.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
110.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
109.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
109.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
109.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
109.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
108.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
108.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
108.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
108.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
108.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
108.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
108.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
108.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
108.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
107.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
107.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
107.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
107.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
106.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
106.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
106.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
106.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
106.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
106.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
106.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
105.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
105.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
105.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
105.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
105.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
104.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
104.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
104.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
104.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
104.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
104.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
103.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
103.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
103.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
102.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
101.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
100.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
100.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
100.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
99.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
99.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
99.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
99.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
99.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
98.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
98.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
98.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
98.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
97.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
97.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
97.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
96.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
96.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
95.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
95.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
95.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
95.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
95.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
95.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
95.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
94.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
94.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
94.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
94.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
93.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
93.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
93.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
93.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
93.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
93.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
93.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
92.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
92.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
92.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
92.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
92.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
92.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
92.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
92.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
91.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
91.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
90.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
90.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
90.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
90.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
90.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
89.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
89.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
89.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
89.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
88.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
88.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
88.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
88.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
88.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
88.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
87.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
86.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
86.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
86.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
85.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
84.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
84.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
84.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
84.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
84.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
84.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
83.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
83.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
83.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
82.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
82.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
82.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
81.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
81.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
81.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
81.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
81.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
81.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
80.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
80.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
80.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
80.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
80.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
80.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
80.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
79.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
79.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
79.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
79.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
78.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
78.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
78.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
78.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
78.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
78.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
77.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
77.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
77.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
77.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
76.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
76.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
76.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
76.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
76.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
76.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
76.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
76.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
75.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
75.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
75.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
74.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
74.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
74.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
74.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
74.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
74.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
74.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
73.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
73.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
73.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
72.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
72.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
72.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
72.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
72.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
71.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
71.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
71.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
71.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
71.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
71.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
71.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
71.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
70.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
70.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
70.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
70.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
70.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
70.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
69.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
69.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
69.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
69.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
68.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
68.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
68.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
68.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
68.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
67.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
67.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
67.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
67.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
67.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
67.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
67.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
66.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
66.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
66.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
66.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
66.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
65.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
65.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
65.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
65.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
65.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
64.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
64.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
64.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
64.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
63.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
63.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
63.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
62.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
60.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
60.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
60.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
60.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
59.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
58.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
58.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
58.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
58.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
58.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
57.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
57.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
57.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
56.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
56.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
56.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
55.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
54.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
54.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
54.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
54.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
54.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
54.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
54.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
54.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
53.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
53.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
53.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
53.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
53.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
53.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
53.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
52.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
52.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
51.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
51.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
50.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
50.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
49.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
49.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
49.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
48.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
48.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
47.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
47.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
46.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
46.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
45.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
44.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
43.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
43.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
42.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
41.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
41.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
41.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
41.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
40.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
40.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
40.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
40.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
39.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
39.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
39.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
38.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
38.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
38.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
38.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
38.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
37.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
36.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
36.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
35.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
35.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
35.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
35.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
34.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
34.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
34.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
34.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
33.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
33.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
31.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
31.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
31.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
29.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
29.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
29.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
27.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
26.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
26.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
25.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
24.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
24.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
24.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
24.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
23.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
23.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
23.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
FBXL5 is validated prognostic, high expression is favorable 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
114.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
223.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
223.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
222.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
202.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
202.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
195.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
191.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
188.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
186.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
184.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
180.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
176.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
173.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
170.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
165.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
163.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
162.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
162.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
162.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
161.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
161.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
158.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
157.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
155.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
155.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
154.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
153.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
152.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
152.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
151.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
150.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
150.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
145.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
144.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
139.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
137.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
130.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
128.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
126.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
122.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
122.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
122.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
122.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
121.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
120.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
119.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
117.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
114.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
111.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
108.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
107.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
104.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
104.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
103.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
101.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
100.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
100.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
97.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
95.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
93.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
93.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
92.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
91.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
90.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
90.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
85.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
85.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
84.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
83.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
82.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
81.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
81.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
80.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
79.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
79.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
79.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
75.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
74.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
73.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
71.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
67.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
66.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
65.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
65.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
64.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
62.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
56.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
54.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
50.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
45.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
43.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
41.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
38.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
35.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
34.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
34.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
24.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
FBXL5 is potential prognostic, high expression is favorable 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
51.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
430.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
217.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
184.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
167.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
160.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
156.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
145.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
144.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
143.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
135.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
127.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
109.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
107.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
106.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
99.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
94.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
93.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
87.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
86.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
85.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
83.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
83.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
82.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
82.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
81.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
80.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
80.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
79.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
77.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
76.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
76.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
75.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
75.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
73.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
73.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
72.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
72.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
71.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
71.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
71.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
70.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
70.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
70.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
70.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
70.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
69.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
69.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
68.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
67.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
67.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
67.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
66.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
66.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
66.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
65.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
65.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
64.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
63.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
63.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
62.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
62.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
62.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
61.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
61.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
60.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
60.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
60.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
60.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
59.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
59.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
59.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
59.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
58.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
58.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
58.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
58.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
58.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
57.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
57.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
57.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
57.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
57.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
57.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
57.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
57.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
56.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
56.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
56.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
56.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
55.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
55.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
54.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
54.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
54.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
53.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
53.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
53.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
53.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
52.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
52.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
52.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
52.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
52.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
52.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
51.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
51.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
51.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
50.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
50.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
50.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
50.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
49.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
49.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
49.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
49.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
49.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
49.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
49.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
48.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
48.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
48.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
48.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
48.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
48.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
48.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
48.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
48.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
47.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
47.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
47.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
46.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
46.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
46.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
45.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
45.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
45.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
45.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
45.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
44.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
44.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
44.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
44.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
44.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
44.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
43.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
43.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
43.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
43.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
43.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
43.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
43.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
43.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
43.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
43.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
43.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
43.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
42.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
42.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
42.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
42.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
42.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
41.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
41.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
41.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
41.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
41.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
41.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
41.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
40.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
40.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
40.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
40.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
40.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
40.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
39.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
39.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
39.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
39.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
39.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
39.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
38.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
38.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
37.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
37.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
37.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
37.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
36.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
36.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
36.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
36.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
35.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
34.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
34.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
34.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
34.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
34.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
33.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
33.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
33.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
33.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
32.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
32.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
32.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
31.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
30.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
30.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
30.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
30.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
30.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
30.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
29.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
29.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
29.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
29.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
28.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
28.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
28.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
28.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
27.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
27.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
27.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
26.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
26.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
25.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
25.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
24.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
24.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
24.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
24.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
23.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
23.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
23.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
23.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
22.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
21.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
21.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
20.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
20.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
20.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
20.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
20.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
19.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
18.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
18.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
16.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
15.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
14.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.