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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.
MTCH1 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
102.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
235.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
209.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
170.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
164.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
157.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
156.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
146.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
133.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
132.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
131.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
127.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
126.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
123.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
123.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
118.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
117.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
116.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
112.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
111.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
111.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
110.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
110.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
108.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
107.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
105.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
105.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
103.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
103.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
102.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
101.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
98.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
98.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
97.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
97.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
96.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
94.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
92.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
91.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
91.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
91.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
91.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
91.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
90.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
90.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
90.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
89.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
88.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
86.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
85.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
83.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
82.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
80.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
76.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
74.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
74.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
72.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
69.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
61.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
59.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
47.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
47.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
46.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
40.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
MTCH1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
119.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
345.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
296.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
294.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
289.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
246.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
242.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
240.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
236.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
232.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
224.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
223.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
218.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
216.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
213.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
210.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
209.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
207.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
206.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
201.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
199.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
197.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
196.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
194.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
193.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
193.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
192.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
191.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
190.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
190.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
188.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
186.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
185.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
185.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
184.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
184.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
182.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
182.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
181.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
180.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
180.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
179.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
179.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
178.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
177.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
176.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
175.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
174.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
174.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
171.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
171.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
171.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
169.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
169.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
168.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
168.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
167.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
167.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
167.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
166.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
165.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
164.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
164.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
163.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
163.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
163.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
163.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
162.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
162.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
162.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
161.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
161.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
161.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
160.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
160.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
160.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
159.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
159.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
159.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
159.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
159.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
158.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
158.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
158.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
158.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
158.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
158.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
157.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
157.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
156.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
156.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
155.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
155.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
155.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
155.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
155.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
154.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
154.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
154.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
153.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
153.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
152.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
152.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
152.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
152.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
152.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
152.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
151.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
151.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
150.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
150.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
149.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
149.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
149.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
148.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
148.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
148.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
148.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
147.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
147.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
147.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
147.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
147.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
147.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
147.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
147.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
147.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
147.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
146.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
146.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
145.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
145.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
145.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
144.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
144.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
144.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
144.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
144.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
144.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
144.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
143.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
143.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
143.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
143.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
143.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
143.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
143.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
143.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
143.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
142.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
142.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
142.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
142.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
142.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
142.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
142.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
142.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
142.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
141.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
141.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
141.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
141.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
140.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
140.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
140.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
139.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
139.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
139.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
139.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
138.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
138.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
138.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
138.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
138.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
137.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
137.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
137.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
137.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
136.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
136.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
136.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
135.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
135.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
135.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
135.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
134.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
134.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
134.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
134.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
133.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
133.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
132.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
132.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
132.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
132.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
131.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
131.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
131.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
131.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
131.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
131.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
130.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
130.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
130.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
129.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
129.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
129.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
129.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
129.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
128.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
128.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
128.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
128.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
128.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
127.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
127.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
127.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
127.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
126.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
126.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
126.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
126.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
126.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
126.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
125.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
125.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
125.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
125.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
124.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
124.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
124.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
124.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
124.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
124.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
124.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
124.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
123.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
123.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
123.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
122.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
122.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
122.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
121.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
121.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
121.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
121.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
121.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
121.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
121.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
120.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
120.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
120.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
120.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
120.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
120.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
120.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
119.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
119.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
119.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
118.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
118.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
117.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
117.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
117.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
117.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
117.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
117.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
117.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
117.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
117.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
116.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
116.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
116.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
115.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
115.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
115.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
114.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
114.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
114.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
114.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
114.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
113.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
113.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
113.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
112.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
112.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
112.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
112.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
112.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
112.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
111.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
111.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
111.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
110.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
110.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
110.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
110.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
110.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
110.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
110.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
110.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
110.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
110.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
110.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
110.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
109.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
109.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
109.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
108.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
108.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
108.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
108.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
108.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
108.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
108.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
107.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
107.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
106.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
106.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
106.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
106.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
105.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
105.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
104.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
104.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
104.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
104.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
104.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
104.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
103.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
103.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
103.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
103.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
102.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
102.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
102.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
102.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
102.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
101.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
101.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
101.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
101.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
101.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
100.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
100.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
100.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
100.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
100.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
99.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
99.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
98.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
98.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
98.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
98.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
98.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
98.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
98.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
98.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
97.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
97.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
97.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
96.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
96.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
96.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
96.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
96.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
96.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
96.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
95.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
95.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
94.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
94.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
94.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
93.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
93.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
93.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
93.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
93.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
92.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
91.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
91.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
91.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
91.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
91.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
91.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
91.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
91.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
90.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
89.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
88.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
88.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
88.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
87.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
87.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
87.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
86.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
86.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
86.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
86.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
86.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
85.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
85.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
85.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
84.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
84.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
84.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
84.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
84.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
83.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
83.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
83.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
82.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
82.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
82.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
82.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
82.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
81.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
81.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
81.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
81.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
81.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
80.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
80.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
80.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
80.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
79.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
79.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
79.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
79.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
79.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
79.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
78.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
78.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
77.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
77.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
77.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
77.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
77.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
77.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
76.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
76.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
76.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
76.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
76.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
76.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
75.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
75.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
75.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
74.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
74.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
74.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
73.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
73.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
73.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
73.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
73.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
71.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
71.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
70.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
70.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
70.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
70.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
69.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
69.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
69.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
69.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
69.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
68.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
68.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
68.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
67.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
67.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
67.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
67.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
66.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
66.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
66.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
66.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
66.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
64.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
64.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
63.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
63.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
62.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
61.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
60.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
57.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
57.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
55.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
54.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
54.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
54.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
54.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
53.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
51.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
51.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
51.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
51.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
50.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
50.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
49.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
49.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
48.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
48.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
46.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
44.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
41.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
38.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
37.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
37.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
33.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
32.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
31.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
29.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
28.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
27.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
27.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
25.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
22.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
MTCH1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
134.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
324.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
259.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
231.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
208.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
205.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
204.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
194.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
190.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
188.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
184.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
174.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
173.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
172.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
169.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
167.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
166.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
162.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
160.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
160.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
159.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
158.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
158.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
153.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
152.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
151.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
149.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
149.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
148.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
148.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
146.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
145.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
144.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
143.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
142.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
142.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
141.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
141.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
141.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
140.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
140.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
139.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
139.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
138.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
138.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
135.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
134.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
134.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
134.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
132.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
132.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
132.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
131.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
130.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
130.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
129.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
128.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
126.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
124.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
124.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
123.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
121.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
119.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
119.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
116.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
116.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
115.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
115.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
114.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
112.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
112.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
112.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
108.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
108.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
108.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
107.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
107.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
106.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
106.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
105.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
105.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
101.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
101.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
100.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
99.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
98.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
97.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
97.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
95.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
95.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
94.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
92.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
91.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
89.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
88.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
80.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
78.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
75.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
69.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
66.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
MTCH1 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
139.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
331.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
322.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
276.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
258.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
257.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
255.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
252.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
246.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
238.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
229.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
224.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
221.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
219.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
216.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
215.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
214.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
214.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
211.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
209.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
209.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
207.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
205.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
205.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
203.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
202.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
200.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
198.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
197.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
196.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
194.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
193.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
192.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
191.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
191.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
189.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
187.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
185.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
185.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
184.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
183.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
183.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
182.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
182.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
181.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
181.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
180.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
180.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
179.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
179.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
177.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
176.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
176.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
175.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
173.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
172.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
172.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
172.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
171.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
171.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
171.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
170.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
170.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
169.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
169.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
168.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
167.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
167.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
167.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
165.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
164.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
164.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
163.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
163.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
163.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
162.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
162.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
162.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
162.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
162.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
162.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
161.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
160.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
159.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
159.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
158.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
158.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
158.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
157.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
157.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
156.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
156.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
156.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
156.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
156.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
155.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
155.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
155.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
154.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
153.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
153.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
153.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
153.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
152.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
152.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
152.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
151.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
151.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
151.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
151.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
151.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
151.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
150.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
150.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
149.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
148.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
148.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
147.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
147.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
146.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
146.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
145.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
143.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
143.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
143.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
143.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
142.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
142.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
142.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
141.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
141.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
141.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
140.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
140.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
140.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
139.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
139.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
138.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
138.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
138.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
138.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
137.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
137.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
137.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
136.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
136.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
136.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
136.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
136.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
135.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
135.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
135.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
135.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
134.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
134.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
133.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
132.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
132.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
131.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
131.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
130.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
130.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
130.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
130.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
129.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
129.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
129.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
129.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
128.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
127.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
127.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
127.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
126.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
126.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
125.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
124.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
123.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
123.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
123.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
123.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
123.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
122.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
122.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
121.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
121.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
121.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
121.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
120.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
120.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
119.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
119.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
118.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
118.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
117.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
117.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
117.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
115.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
115.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
113.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
113.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
112.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
112.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
111.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
110.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
110.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
109.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
108.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
107.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
107.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
106.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
106.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
105.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
105.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
105.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
105.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
104.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
104.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
103.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
102.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
102.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
102.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
102.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
101.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
100.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
98.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
98.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
98.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
98.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
98.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
98.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
97.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
97.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
97.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
96.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
96.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
96.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
96.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
95.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
94.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
94.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
92.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
92.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
92.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
90.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
89.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
89.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
87.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
87.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
87.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
86.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
86.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
83.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
83.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
83.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
82.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
81.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
81.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
81.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
80.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
77.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
76.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
72.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
72.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
71.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
71.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
70.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
65.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
64.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
62.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
57.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
57.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
55.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
55.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
53.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
51.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
49.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
49.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
48.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
46.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
45.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
39.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
38.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0089480003
Normal
0.9
CPT0015730003
Tumor
0.8
CPT0086890003
Normal
0.8
CPT0064400001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0092740003
Normal
0.6
CPT0088500001
Normal
0.6
CPT0002270011
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0088640003
Normal
0.5
CPT0001500009
Tumor
0.5
CPT0092800003
Normal
0.5
CPT0086870003
Tumor
0.5
CPT0001230001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0001350001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0088710001
Normal
0.4
CPT0001550001
Normal
0.4
CPT0086030003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0015810003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0001510001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0064370003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0079000001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0075560003
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0019160001
Normal
0.3
CPT0078670001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0089020003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0013790003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0020120003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0077500001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0025880003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0014160003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0065810003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0025050003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0071150004
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0009000003
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0001180009
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0079180003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0012550003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0001340003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0009020003
Normal
-0.5
CPT0069160003
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0021240003
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0079380003
Tumor
-0.6
CPT0024680001
Normal
-0.6
CPT0088550004
Tumor
-0.7
CPT0017850003
Tumor
-0.7
CPT0012920003
Normal
-0.8
CPT0009080003
Normal
-0.9
CPT0077110003
Tumor
-0.9
CPT0065930003
Tumor
-1.0
CPT0011240003
Tumor
-1.1
CPT0012900004
Tumor
-1.2
CPT0017410003
Tumor
-1.7
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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.
The Human Protein Atlas project is funded
