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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.
METTL7A 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
145.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
598.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
491.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
452.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
452.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
404.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
362.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
352.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
304.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
265.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
201.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
196.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
194.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
183.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
178.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
178.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
173.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
171.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
167.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
165.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
165.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
153.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
141.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
140.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
135.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
135.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
130.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
129.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
126.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
126.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
125.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
125.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
124.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
121.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
116.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
101.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
93.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
92.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
86.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
83.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
80.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
78.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
78.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
74.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
72.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
71.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
68.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
63.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
60.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
60.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
59.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
57.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
55.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
55.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
52.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
51.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
48.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
46.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
40.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
39.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
39.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
35.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
29.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
METTL7A 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
69.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
338.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
287.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
217.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
205.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
191.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
190.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
178.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
177.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
173.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
170.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
168.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
165.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
164.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
164.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
154.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
153.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
152.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
152.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
150.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
147.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
147.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
145.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
145.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
144.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
141.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
140.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
140.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
139.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
139.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
139.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
138.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
135.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
135.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
134.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
134.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
133.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
133.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
131.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
131.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
131.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
130.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
130.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
129.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
128.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
128.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
126.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
125.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
125.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
123.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
123.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
122.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
122.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
121.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
120.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
120.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
119.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
119.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
119.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
118.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
118.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
118.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
117.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
116.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
116.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
116.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
116.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
115.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
115.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
115.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
114.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
114.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
113.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
113.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
112.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
111.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
111.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
110.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
110.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
110.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
110.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
110.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
109.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
109.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
109.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
108.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
108.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
107.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
107.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
107.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
107.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
107.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
106.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
106.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
106.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
105.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
105.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
104.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
104.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
104.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
104.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
103.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
102.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
102.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
102.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
102.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
102.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
101.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
101.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
101.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
100.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
100.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
100.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
100.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
99.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
99.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
99.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
98.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
98.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
98.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
97.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
96.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
96.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
95.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
95.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
95.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
95.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
94.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
94.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
94.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
94.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
94.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
93.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
93.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
93.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
92.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
92.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
92.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
92.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
92.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
92.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
92.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
91.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
91.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
91.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
90.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
90.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
89.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
89.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
89.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
89.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
89.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
89.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
89.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
89.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
88.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
88.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
88.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
88.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
88.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
87.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
87.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
87.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
86.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
86.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
86.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
86.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
86.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
86.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
85.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
85.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
85.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
85.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
85.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
85.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
85.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
84.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
84.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
84.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
83.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
83.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
83.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
82.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
82.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
81.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
81.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
81.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
81.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
81.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
80.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
80.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
80.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
79.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
79.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
79.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
79.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
79.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
78.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
78.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
78.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
78.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
78.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
77.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
77.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
76.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
76.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
76.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
76.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
75.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
75.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
75.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
75.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
74.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
74.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
74.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
74.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
73.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
73.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
73.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
72.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
72.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
72.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
72.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
72.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
72.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
72.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
72.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
71.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
71.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
71.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
71.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
70.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
70.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
70.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
70.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
69.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
69.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
69.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
69.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
69.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
69.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
69.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
68.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
68.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
68.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
67.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
67.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
66.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
66.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
66.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
66.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
66.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
65.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
65.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
65.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
65.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
64.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
64.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
64.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
64.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
64.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
64.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
64.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
64.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
63.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
63.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
62.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
62.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
62.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
62.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
61.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
61.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
61.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
60.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
60.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
60.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
60.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
60.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
60.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
60.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
60.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
60.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
59.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
59.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
59.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
59.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
59.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
58.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
58.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
58.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
58.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
58.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
58.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
57.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
57.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
57.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
57.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
57.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
56.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
56.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
56.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
56.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
56.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
56.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
55.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
55.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
55.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
55.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
55.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
55.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
55.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
54.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
54.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
53.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
53.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
53.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
53.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
53.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
53.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
53.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
52.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
51.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
51.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
51.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
51.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
50.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
50.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
50.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
50.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
50.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
50.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
50.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
50.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
49.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
49.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
49.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
48.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
48.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
48.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
47.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
47.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
47.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
47.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
47.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
46.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
46.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
46.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
46.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
46.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
45.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
45.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
45.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
45.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
45.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
44.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
44.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
44.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
43.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
43.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
43.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
43.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
43.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
42.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
42.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
42.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
41.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
41.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
41.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
41.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
41.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
40.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
40.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
39.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
39.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
39.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
39.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
38.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
38.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
38.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
38.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
38.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
38.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
37.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
37.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
36.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
36.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
36.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
36.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
36.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
35.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
35.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
35.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
34.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
34.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
34.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
34.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
34.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
33.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
32.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
32.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
32.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
32.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
32.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
31.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
31.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
31.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
31.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
31.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
31.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
30.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
30.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
30.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
29.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
29.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
29.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
29.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
28.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
28.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
28.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
28.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
27.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
27.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
27.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
27.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
27.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
26.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
26.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
26.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
25.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
25.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
24.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
24.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
24.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
23.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
23.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
22.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
22.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
22.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
21.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
20.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
20.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
20.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
19.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
18.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
18.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
16.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
10.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
3.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 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.
METTL7A 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
79.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
246.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
201.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
201.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
164.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
161.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
150.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
132.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
131.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
131.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
126.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
123.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
122.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
121.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
119.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
116.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
115.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
114.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
113.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
112.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
111.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
108.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
107.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
106.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
105.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
104.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
103.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
103.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
103.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
100.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
96.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
95.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
95.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
95.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
93.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
92.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
88.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
88.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
88.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
88.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
88.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
85.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
84.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
84.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
83.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
81.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
76.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
75.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
74.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
74.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
71.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
69.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
68.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
67.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
67.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
65.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
64.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
64.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
64.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
64.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
64.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
64.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
63.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
63.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
63.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
60.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
59.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
59.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
59.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
56.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
55.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
54.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
53.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
52.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
50.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
50.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
49.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
48.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
48.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
47.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
45.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
44.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
41.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
40.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
38.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
29.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
21.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
20.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
19.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
18.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
17.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
12.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
METTL7A is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
87.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
411.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
398.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
357.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
313.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
304.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
303.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
290.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
263.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
251.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
245.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
243.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
243.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
240.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
239.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
236.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
231.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
208.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
207.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
207.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
205.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
197.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
190.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
188.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
183.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
176.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
175.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
175.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
173.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
169.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
167.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
167.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
166.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
165.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
165.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
157.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
151.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
151.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
149.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
146.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
146.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
142.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
140.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
139.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
138.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
137.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
136.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
132.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
130.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
130.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
129.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
129.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
128.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
128.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
126.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
126.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
126.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
126.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
126.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
125.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
124.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
124.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
123.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
122.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
122.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
122.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
121.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
120.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
117.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
115.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
115.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
114.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
114.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
113.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
112.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
111.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
111.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
111.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
110.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
109.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
109.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
108.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
107.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
107.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
107.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
107.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
106.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
106.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
104.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
102.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
101.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
100.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
99.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
99.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
99.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
98.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
97.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
96.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
96.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
95.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
95.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
95.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
94.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
93.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
92.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
91.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
91.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
90.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
89.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
88.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
88.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
88.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
86.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
85.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
84.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
84.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
83.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
83.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
83.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
81.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
81.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
80.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
80.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
80.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
79.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
79.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
76.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
76.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
76.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
75.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
75.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
75.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
74.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
74.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
73.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
73.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
73.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
71.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
71.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
71.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
70.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
70.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
70.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
69.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
67.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
66.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
66.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
65.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
65.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
62.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
62.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
62.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
62.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
61.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
61.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
61.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
60.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
60.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
60.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
60.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
59.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
59.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
58.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
58.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
58.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
57.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
57.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
57.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
57.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
57.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
56.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
56.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
56.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
56.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
55.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
55.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
55.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
55.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
55.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
54.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
53.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
53.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
52.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
52.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
51.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
51.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
50.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
49.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
49.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
49.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
48.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
47.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
47.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
46.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
46.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
46.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
46.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
46.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
46.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
46.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
46.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
44.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
44.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
42.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
40.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
40.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
39.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
39.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
38.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
38.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
37.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
37.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
37.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
36.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
36.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
36.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
36.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
35.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
35.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
35.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
34.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
34.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
34.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
34.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
33.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
33.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
33.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
33.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
33.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
33.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
33.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
32.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
32.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
30.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
29.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
28.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
27.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
27.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
27.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
26.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
26.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
25.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
25.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
23.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
23.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
23.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
22.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
20.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
20.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
17.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
16.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
16.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
16.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
14.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
9.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
7.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092310003
Normal
1.0
CPT0079270003
Tumor
0.9
CPT0089480003
Normal
0.8
CPT0000790001
Normal
0.8
CPT0026420001
Normal
0.8
CPT0013790003
Normal
0.7
CPT0019130003
Tumor
0.7
CPT0092740003
Normal
0.7
CPT0092800003
Normal
0.7
CPT0088780001
Normal
0.6
CPT0006950001
Normal
0.6
CPT0014450004
Tumor
0.6
CPT0088640003
Normal
0.6
CPT0001350001
Normal
0.6
CPT0006630003
Tumor
0.6
CPT0025350003
Tumor
0.5
CPT0001230001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0065450001
Normal
0.5
CPT0025110003
Tumor
0.5
CPT0078840001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0010160003
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0078940001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0087040003
Tumor
0.5
CPT0079480003
Tumor
0.5
CPT0088710001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0079430001
Normal
0.4
CPT0001500009
Tumor
0.4
CPT0086370003
Normal
0.4
CPT0078660003
Tumor
0.4
CPT0077140001
Normal
0.4
CPT0012900004
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0063640001
Normal
0.4
CPT0078830003
Tumor
0.4
CPT0023710001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0007470001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0086890003
Normal
0.3
CPT0066430001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0069010001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0088570001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0065810003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0000890001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0019160001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0015810003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0006900003
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0089020003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0089460004
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0001180009
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0077310003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0092730003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0088760003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0066480003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0065750003
Tumor
-0.6
CPT0009020003
Normal
-0.6
CPT0086360003
Tumor
-0.6
CPT0014470001
Normal
-0.6
CPT0077490003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0088480003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0010110003
Tumor
-0.7
CPT0086870003
Tumor
-0.7
CPT0081600003
Tumor
-0.7
CPT0009080003
Normal
-0.7
CPT0088630003
Tumor
-0.7
CPT0075170001
Normal
-0.7
CPT0063630003
Tumor
-0.8
CPT0092190003
Normal
-0.8
CPT0012670003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0065690003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0077320001
Normal
-0.8
CPT0086030003
Tumor
-0.8
CPT0084590001
Normal
-0.8
CPT0015730003
Tumor
-0.8
CPT0012920003
Normal
-0.9
CPT0025050003
Tumor
-0.9
CPT0085670003
Tumor
-0.9
CPT0079380003
Tumor
-1.0
CPT0014160003
Tumor
-1.0
CPT0012080003
Tumor
-1.0
CPT0012180003
Tumor
-1.1
CPT0020120003
Tumor
-1.1
CPT0021240003
Tumor
-1.1
CPT0012280003
Tumor
-1.3
CPT0075130003
Tumor
-1.4
CPT0017410003
Tumor
-1.4
CPT0081880003
Tumor
-1.6
CPT0017850003
Tumor
-1.7
CPT0084560003
Tumor
-1.8
CPT0001340003
Tumor
-2.1
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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.