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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.
FXYD1 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
1.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
11.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
8.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
FXYD1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
589.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
462.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
438.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
406.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
396.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
348.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
336.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
312.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
311.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
308.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
308.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
307.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
307.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
306.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
304.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
264.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
261.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
229.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
228.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
212.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
210.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
208.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
205.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
204.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
203.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
200.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
192.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
192.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
190.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
187.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
185.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
184.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
183.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
175.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
172.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
172.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
164.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
161.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
161.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
158.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
154.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
151.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
144.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
142.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
136.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
136.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
131.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
130.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
129.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
125.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
123.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
123.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
121.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
120.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
118.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
117.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
117.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
116.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
113.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
113.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
111.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
110.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
110.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
109.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
108.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
107.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
107.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
103.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
101.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
100.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
100.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
100.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
99.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
98.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
96.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
95.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
93.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
93.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
92.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
92.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
92.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
90.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
88.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
88.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
87.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
87.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
86.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
85.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
85.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
83.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
83.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
83.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
83.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
81.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
80.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
80.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
80.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
79.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
78.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
75.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
74.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
73.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
71.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
70.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
70.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
70.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
70.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
68.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
68.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
67.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
67.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
66.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
64.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
64.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
64.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
63.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
63.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
63.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
63.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
62.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
62.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
62.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
62.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
60.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
60.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
60.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
60.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
58.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
57.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
56.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
56.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
55.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
54.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
54.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
54.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
53.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
53.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
52.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
52.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
52.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
51.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
51.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
51.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
50.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
49.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
49.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
49.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
48.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
48.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
48.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
48.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
47.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
47.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
47.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
46.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
45.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
45.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
45.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
44.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
44.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
44.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
44.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
43.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
43.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
43.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
43.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
42.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
42.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
42.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
41.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
41.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
41.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
41.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
41.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
41.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
41.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
41.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
41.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
40.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
40.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
39.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
38.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
38.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
37.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
37.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
36.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
36.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
36.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
36.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
35.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
35.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
34.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
33.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
33.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
32.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
32.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
32.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
32.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
32.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
32.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
31.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
31.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
30.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
30.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
29.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
29.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
28.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
28.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
28.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
27.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
27.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
27.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
27.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
27.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
26.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
26.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
26.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
25.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
24.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
24.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
23.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
23.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
23.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
23.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
22.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
21.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
21.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
21.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
21.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
21.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
20.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
20.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
20.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
19.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
18.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
18.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
17.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
16.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
16.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
15.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
15.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
12.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
12.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
10.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
10.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
10.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
9.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
9.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
9.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
8.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
8.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
8.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
8.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
7.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
7.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
7.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
7.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
7.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
7.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
6.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
6.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
6.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
6.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
6.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
6.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
6.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
6.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
6.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
6.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
6.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
6.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
5.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
5.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
5.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
5.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
5.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
5.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
5.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
5.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
5.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
5.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
5.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
4.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
4.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
4.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
4.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
4.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
4.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
4.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
4.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
4.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
4.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
4.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
4.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
4.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
4.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
3.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
3.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
3.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
3.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
3.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
3.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
3.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
3.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
3.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
3.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
3.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
3.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
3.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
2.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
2.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
2.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
2.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
2.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
2.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
2.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
2.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
2.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
2.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
2.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
2.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
2.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
2.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
2.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
2.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
0.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
0.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
0.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
0.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
0.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
0.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
FXYD1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
253.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
160.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
157.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
154.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
112.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
110.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
108.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
94.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
93.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
84.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
80.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
80.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
74.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
70.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
67.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
63.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
62.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
55.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
51.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
47.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
42.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
40.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
39.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
34.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
33.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
33.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
31.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
26.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
23.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
21.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
15.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
11.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
11.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
10.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
9.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
8.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
7.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
7.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
7.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
6.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
6.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
6.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
6.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
6.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
6.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
5.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
5.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
5.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
5.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
5.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
4.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
4.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
4.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
4.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
4.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
3.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
3.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
3.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
3.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
3.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
2.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
2.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
2.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
2.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
2.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
2.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
2.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
0.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
0.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
0.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
0.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
0.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
0.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
FXYD1 is potential prognostic, high expression is unfavorable 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
4.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
162.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
90.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
73.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
36.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
32.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
27.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
23.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
22.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
21.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
21.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
19.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
16.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
14.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
13.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
10.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
9.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
9.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
8.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
8.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
7.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
7.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
7.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
7.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
6.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
6.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
6.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
5.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
5.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
5.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
5.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
5.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
5.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
3.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
3.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
3.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
3.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
3.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
3.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
3.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
3.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
3.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
3.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
3.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
3.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
2.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
2.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
2.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
2.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
2.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
2.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
2.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
2.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
2.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
2.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
2.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
2.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
2.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
2.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
0.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
0.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
0.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
0.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
0.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
0.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
0.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
0.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
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.
The Human Protein Atlas project is funded
