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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.
TMCO1 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
46.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
88.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
82.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
79.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
79.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
75.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
75.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
73.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
69.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
67.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
65.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
64.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
62.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
60.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
59.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
59.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
58.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
58.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
58.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
57.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
55.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
54.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
54.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
53.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
52.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
52.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
52.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
48.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
48.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
48.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
47.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
46.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
46.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
45.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
44.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
42.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
40.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
39.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
39.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
38.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
38.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
37.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
36.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
35.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
33.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
31.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
30.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
28.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
28.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
28.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
28.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
28.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
28.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
26.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
25.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
24.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
22.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
TMCO1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
102.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
297.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
284.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
245.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
234.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
222.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
218.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
202.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
200.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
198.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
194.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
193.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
190.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
189.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
186.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
182.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
182.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
174.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
174.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
172.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
171.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
170.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
161.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
160.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
158.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
158.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
157.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
157.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
156.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
155.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
155.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
154.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
152.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
152.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
152.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
151.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
149.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
149.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
149.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
149.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
148.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
146.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
146.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
146.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
144.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
144.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
144.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
143.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
143.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
143.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
143.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
143.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
143.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
143.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
142.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
142.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
142.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
142.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
141.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
141.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
140.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
140.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
140.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
139.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
139.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
138.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
138.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
138.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
138.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
138.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
137.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
136.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
135.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
135.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
135.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
135.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
135.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
134.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
134.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
134.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
134.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
133.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
133.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
133.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
132.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
132.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
132.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
132.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
132.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
132.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
132.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
132.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
132.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
131.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
131.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
131.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
131.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
131.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
130.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
130.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
130.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
130.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
130.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
130.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
129.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
129.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
129.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
128.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
128.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
128.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
127.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
127.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
127.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
126.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
126.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
126.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
126.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
126.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
126.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
126.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
125.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
125.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
125.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
125.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
124.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
124.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
124.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
124.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
124.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
124.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
124.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
123.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
123.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
123.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
123.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
123.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
123.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
122.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
122.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
122.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
122.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
121.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
121.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
121.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
121.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
121.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
121.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
121.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
121.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
120.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
120.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
120.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
120.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
119.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
119.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
119.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
119.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
119.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
119.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
118.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
118.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
118.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
118.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
118.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
118.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
118.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
118.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
118.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
117.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
117.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
117.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
117.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
117.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
117.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
117.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
117.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
116.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
116.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
116.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
116.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
116.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
116.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
116.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
116.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
115.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
115.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
115.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
115.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
115.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
114.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
114.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
114.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
114.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
114.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
114.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
113.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
113.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
113.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
113.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
113.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
113.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
113.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
113.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
112.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
112.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
112.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
112.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
112.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
112.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
112.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
112.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
112.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
111.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
111.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
111.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
111.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
111.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
111.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
111.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
111.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
110.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
110.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
110.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
110.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
110.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
109.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
109.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
109.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
109.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
109.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
109.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
109.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
109.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
108.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
108.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
108.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
108.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
107.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
107.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
107.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
107.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
107.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
107.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
106.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
106.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
106.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
106.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
105.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
105.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
105.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
105.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
105.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
105.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
105.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
105.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
105.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
105.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
105.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
105.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
105.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
105.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
104.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
104.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
104.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
104.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
103.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
103.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
103.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
102.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
102.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
102.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
101.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
101.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
101.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
101.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
101.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
100.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
100.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
100.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
100.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
99.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
99.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
99.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
99.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
98.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
98.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
98.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
98.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
97.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
97.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
97.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
96.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
96.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
96.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
96.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
96.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
96.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
96.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
95.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
95.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
95.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
95.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
95.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
95.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
95.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
95.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
95.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
95.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
94.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
94.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
94.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
94.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
94.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
94.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
94.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
94.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
93.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
93.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
93.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
93.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
93.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
93.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
93.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
93.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
93.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
93.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
92.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
92.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
92.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
92.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
92.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
92.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
92.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
92.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
91.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
91.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
91.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
91.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
91.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
91.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
91.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
90.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
90.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
90.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
90.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
90.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
89.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
89.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
89.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
89.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
89.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
89.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
89.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
89.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
89.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
89.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
89.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
88.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
88.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
88.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
87.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
87.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
87.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
87.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
87.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
86.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
86.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
86.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
85.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
85.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
85.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
85.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
85.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
85.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
83.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
83.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
83.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
83.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
83.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
82.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
82.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
82.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
82.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
82.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
81.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
81.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
79.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
79.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
78.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
78.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
78.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
78.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
77.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
77.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
77.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
77.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
76.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
76.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
76.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
75.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
75.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
75.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
74.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
74.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
73.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
73.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
73.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
73.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
73.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
73.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
73.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
72.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
72.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
72.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
72.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
72.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
72.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
72.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
72.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
71.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
71.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
71.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
71.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
70.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
70.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
69.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
68.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
68.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
68.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
68.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
67.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
67.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
66.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
66.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
66.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
66.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
66.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
65.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
65.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
65.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
64.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
64.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
63.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
63.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
63.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
62.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
62.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
62.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
62.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
61.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
59.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
59.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
58.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
58.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
57.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
57.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
57.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
57.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
56.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
56.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
55.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
55.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
54.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
53.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
52.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
52.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
52.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
51.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
51.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
51.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
49.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
49.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
48.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
48.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
48.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
48.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
48.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
47.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
47.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
47.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
47.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
46.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
46.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
46.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
46.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
46.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
45.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
45.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
45.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
45.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
45.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
45.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
44.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
44.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
43.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
42.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
41.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
40.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
37.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
37.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
36.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
36.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
36.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
36.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
33.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
33.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
31.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
30.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
26.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
25.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
23.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
23.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
21.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
19.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
TMCO1 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
114.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
253.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
252.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
223.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
210.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
158.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
156.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
151.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
151.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
149.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
149.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
148.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
146.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
141.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
140.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
140.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
138.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
137.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
137.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
136.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
135.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
134.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
132.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
131.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
131.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
130.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
128.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
128.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
126.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
126.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
126.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
125.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
124.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
124.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
123.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
122.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
122.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
121.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
119.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
118.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
117.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
117.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
116.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
116.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
114.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
114.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
114.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
112.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
111.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
111.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
110.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
105.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
105.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
105.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
105.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
105.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
104.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
104.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
103.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
103.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
101.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
99.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
99.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
99.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
98.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
98.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
98.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
97.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
97.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
97.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
96.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
95.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
95.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
95.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
95.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
92.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
92.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
91.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
91.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
90.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
90.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
90.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
89.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
89.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
88.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
87.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
86.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
86.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
85.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
83.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
81.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
80.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
75.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
74.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
74.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
72.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
67.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
63.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
60.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
57.5
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.
TMCO1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
89.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
352.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
271.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
223.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
222.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
219.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
211.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
202.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
193.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
190.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
187.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
185.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
180.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
180.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
178.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
175.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
172.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
170.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
169.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
163.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
159.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
155.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
150.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
150.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
150.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
148.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
147.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
147.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
143.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
143.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
143.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
141.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
141.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
136.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
133.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
133.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
133.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
131.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
131.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
131.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
131.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
131.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
131.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
129.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
127.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
126.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
125.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
123.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
123.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
123.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
122.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
120.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
119.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
119.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
119.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
119.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
118.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
118.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
117.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
116.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
115.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
115.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
114.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
114.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
114.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
114.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
113.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
113.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
113.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
111.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
110.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
110.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
110.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
110.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
109.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
109.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
109.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
109.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
108.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
108.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
107.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
107.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
106.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
106.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
105.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
105.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
105.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
104.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
102.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
101.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
101.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
100.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
100.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
99.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
99.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
99.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
99.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
98.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
98.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
97.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
97.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
96.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
96.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
95.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
94.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
94.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
94.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
93.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
93.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
93.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
92.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
92.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
91.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
91.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
90.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
90.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
90.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
90.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
90.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
90.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
89.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
89.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
89.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
87.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
87.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
85.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
85.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
84.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
84.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
84.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
83.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
82.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
82.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
82.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
82.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
82.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
81.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
81.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
81.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
81.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
81.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
81.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
80.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
80.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
79.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
79.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
78.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
78.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
78.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
78.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
78.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
78.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
78.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
77.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
77.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
77.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
77.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
77.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
77.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
77.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
77.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
77.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
76.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
76.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
76.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
76.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
75.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
75.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
75.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
75.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
74.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
74.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
74.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
74.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
74.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
73.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
73.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
73.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
73.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
73.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
72.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
72.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
71.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
71.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
71.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
71.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
70.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
70.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
69.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
69.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
69.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
68.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
68.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
67.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
66.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
66.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
66.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
66.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
65.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
65.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
63.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
62.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
62.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
61.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
60.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
60.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
60.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
60.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
59.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
59.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
59.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
58.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
58.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
57.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
57.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
57.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
57.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
57.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
56.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
56.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
55.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
55.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
55.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
55.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
54.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
54.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
53.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
53.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
51.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
51.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
51.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
51.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
51.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
50.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
50.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
50.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
50.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
49.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
48.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
48.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
47.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
47.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
47.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
47.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
47.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
47.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
47.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
47.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
46.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
45.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
45.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
45.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
44.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
42.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
42.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
41.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
37.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
36.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
36.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
36.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
35.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
34.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
33.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
33.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
31.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
30.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
30.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
29.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
29.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
27.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
26.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
26.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
20.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
17.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
1.8
CPT0002350011
Tumor
1.4
CPT0086950003
Tumor
1.3
CPT0001340003
Tumor
1.2
CPT0081880003
Tumor
1.2
CPT0078800003
Tumor
1.2
CPT0075130003
Tumor
1.1
CPT0011410003
Tumor
0.8
CPT0001180009
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0020120003
Tumor
0.7
CPT0012550003
Tumor
0.7
CPT0002270011
Tumor
0.7
CPT0012670003
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0014160003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0092740003
Normal
0.5
CPT0010110003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0086360003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0078840001
Normal
0.4
CPT0007320003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0089480003
Normal
0.3
CPT0010170001
Normal
0.3
CPT0015730003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0088640003
Normal
0.3
CPT0023360001
Normal
0.3
CPT0025290003
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0065810003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0079430001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0000790001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0000890001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0019990003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0025230003
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0077310003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0065690003
Tumor
-0.3
CPT0001510001
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0020020001
Normal
-0.3
CPT0010160003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0006900003
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0025350003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0000780007
Tumor
-0.3
CPT0063320003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0075570001
Normal
-0.4
CPT0000870016
Tumor
-0.4
CPT0012090003
Normal
-0.4
CPT0079230003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0017450001
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0079300001
Normal
-0.4
CPT0014370004
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0012080003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0088970003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0075720003
Tumor
-0.6
CPT0018250001
Normal
-0.6
CPT0012570003
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0012370003
Tumor
-0.6
CPT0014470001
Normal
-0.7
CPT0012640003
Normal
-0.7
CPT0006630003
Tumor
-0.7
CPT0024680001
Normal
-0.7
CPT0079510001
Normal
-0.7
CPT0023350003
Tumor
-0.7
CPT0077490003
Tumor
-0.8
CPT0015910003
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0026410003
Tumor
-0.9
CPT0088760003
Tumor
-1.0
CPT0065930003
Tumor
-1.1
CPT0009020003
Normal
-1.1
CPT0009060003
Tumor
-1.1
CPT0079180003
Tumor
-1.4
CPT0012920003
Normal
-1.5
CPT0009080003
Normal
-1.6
CPT0012900004
Tumor
-1.7
CPT0000640003
Tumor
-1.8
CPT0011240003
Tumor
-1.9
CPT0017410003
Tumor
-3.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.