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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.
PGRMC2 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
92.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
311.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
266.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
184.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
177.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
157.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
151.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
146.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
140.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
139.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
134.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
133.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
131.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
129.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
124.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
122.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
113.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
113.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
111.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
109.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
109.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
108.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
105.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
100.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
99.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
98.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
91.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
91.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
89.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
89.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
87.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
85.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
84.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
84.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
82.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
81.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
80.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
75.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
72.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
72.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
70.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
69.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
68.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
62.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
62.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
61.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
60.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
60.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
56.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
55.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
53.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
50.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
47.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
43.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
42.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
42.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
40.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
38.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
37.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
37.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
35.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
32.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
30.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
29.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 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.
PGRMC2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
80.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
380.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
284.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
211.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
205.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
202.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
201.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
192.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
189.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
172.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
171.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
166.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
166.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
162.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
162.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
161.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
158.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
149.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
149.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
147.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
146.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
142.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
142.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
142.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
141.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
138.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
137.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
137.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
137.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
137.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
136.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
136.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
134.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
133.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
132.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
131.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
130.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
129.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
129.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
127.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
127.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
126.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
126.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
125.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
125.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
124.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
123.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
123.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
122.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
122.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
121.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
121.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
121.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
121.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
121.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
120.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
120.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
119.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
119.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
118.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
117.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
117.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
117.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
117.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
116.2
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
115.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
115.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
115.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
115.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
114.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
114.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
114.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
114.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
114.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
114.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
113.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
113.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
113.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
113.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
113.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
112.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
112.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
112.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
112.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
111.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
111.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
111.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
111.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
111.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
111.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
110.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
110.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
110.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
110.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
110.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
110.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
110.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
109.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
109.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
109.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
108.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
108.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
108.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
107.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
107.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
107.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
106.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
106.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
106.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
106.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
106.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
106.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
106.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
106.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
106.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
106.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
105.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
105.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
105.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
105.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
105.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
105.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
105.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
104.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
104.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
104.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
103.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
103.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
102.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
102.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
102.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
102.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
102.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
102.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
102.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
101.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
101.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
101.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
101.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
101.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
101.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
100.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
100.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
100.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
100.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
100.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
100.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
99.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
99.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
99.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
99.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
99.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
99.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
99.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
98.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
98.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
98.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
98.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
98.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
97.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
97.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
97.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
97.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
97.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
97.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
96.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
96.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
96.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
96.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
96.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
96.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
95.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
95.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
95.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
95.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
94.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
94.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
94.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
94.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
94.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
93.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
93.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
92.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
92.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
92.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
92.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
92.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
92.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
92.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
92.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
92.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
92.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
91.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
91.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
91.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
91.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
91.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
91.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
91.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
91.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
91.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
91.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
90.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
90.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
89.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
89.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
89.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
89.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
89.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
89.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
89.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
89.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
89.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
88.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
88.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
88.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
88.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
88.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
87.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
87.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
87.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
87.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
87.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
87.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
87.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
86.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
86.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
86.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
86.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
86.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
86.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
86.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
86.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
85.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
85.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
84.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
84.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
84.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
84.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
84.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
83.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
83.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
83.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
83.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
82.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
82.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
81.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
81.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
81.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
80.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
80.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
80.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
80.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
80.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
79.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
79.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
79.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
78.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
78.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
78.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
78.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
78.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
78.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
78.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
78.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
78.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
78.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
77.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
77.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
77.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
77.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
77.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
76.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
76.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
76.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
76.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
76.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
76.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
75.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
75.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
75.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
75.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
75.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
75.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
74.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
74.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
74.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
74.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
74.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
74.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
74.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
74.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
74.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
74.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
73.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
73.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
73.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
73.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
73.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
73.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
72.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
72.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
72.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
71.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
71.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
71.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
71.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
71.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
71.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
71.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
71.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
70.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
70.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
70.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
69.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
69.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
69.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
69.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
69.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
69.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
69.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
69.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
68.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
68.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
68.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
68.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
68.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
66.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
66.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
66.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
66.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
66.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
66.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
65.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
65.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
65.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
65.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
65.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
65.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
64.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
64.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
64.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
64.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
64.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
64.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
63.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
63.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
63.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
62.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
62.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
62.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
62.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
62.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
62.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
62.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
62.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
62.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
62.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
61.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
61.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
60.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
60.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
60.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
60.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
59.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
59.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
59.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
58.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
58.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
58.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
58.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
57.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
57.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
57.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
57.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
56.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
56.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
55.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
55.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
55.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
55.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
55.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
54.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
54.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
54.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
53.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
53.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
53.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
53.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
52.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
52.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
51.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
51.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
51.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
51.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
50.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
50.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
50.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
49.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
49.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
49.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
49.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
49.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
49.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
49.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
49.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
48.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
47.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
47.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
47.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
46.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
46.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
46.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
46.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
45.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
45.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
45.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
45.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
45.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
45.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
45.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
43.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
43.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
43.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
42.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
42.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
42.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
42.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
41.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
41.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
41.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
41.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
41.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
41.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
40.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
40.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
40.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
40.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
39.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
39.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
39.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
39.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
38.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
38.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
38.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
38.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
38.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
38.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
38.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
37.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
37.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
37.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
37.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
37.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
37.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
37.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
36.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
36.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
36.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
36.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
36.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
35.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
35.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
35.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
35.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
34.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
34.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
34.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
34.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
32.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
31.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
31.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
30.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
30.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
30.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
30.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
30.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
30.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
29.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
29.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
29.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
29.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
28.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
28.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
27.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
27.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
27.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
25.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
25.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
24.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
24.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
24.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
24.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
23.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
22.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
21.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
18.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
16.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PGRMC2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
101.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
210.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
202.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
194.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
193.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
189.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
182.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
175.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
171.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
165.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
158.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
157.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
152.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
152.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
152.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
141.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
139.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
138.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
134.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
134.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
131.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
128.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
128.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
125.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
124.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
123.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
121.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
121.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
121.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
121.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
119.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
118.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
116.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
116.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
116.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
112.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
112.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
108.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
108.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
105.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
105.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
104.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
103.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
101.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
100.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
100.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
96.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
96.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
95.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
95.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
94.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
91.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
91.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
90.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
90.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
90.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
90.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
89.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
87.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
86.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
85.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
85.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
84.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
84.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
84.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
81.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
80.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
80.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
78.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
78.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
77.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
77.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
77.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
75.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
75.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
74.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
74.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
73.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
72.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
72.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
69.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
69.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
69.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
68.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
65.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
64.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
64.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
58.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
54.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
54.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
53.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
52.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
51.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
50.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
50.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
46.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
43.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
41.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
38.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
PGRMC2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
43.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
249.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
197.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
166.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
131.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
113.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
113.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
112.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
109.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
103.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
103.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
101.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
100.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
92.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
90.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
89.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
89.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
88.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
86.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
84.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
83.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
82.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
80.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
79.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
79.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
78.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
75.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
74.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
73.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
73.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
70.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
70.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
70.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
69.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
68.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
68.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
68.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
66.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
65.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
65.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
64.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
64.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
63.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
62.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
62.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
61.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
61.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
61.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
60.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
60.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
60.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
59.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
57.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
56.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
55.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
55.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
55.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
55.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
54.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
54.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
54.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
54.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
54.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
54.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
53.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
53.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
52.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
52.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
52.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
51.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
51.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
51.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
51.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
50.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
50.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
50.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
48.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
48.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
48.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
48.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
48.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
47.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
47.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
47.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
47.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
47.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
46.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
46.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
46.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
46.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
46.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
46.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
45.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
45.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
45.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
45.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
45.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
44.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
44.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
44.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
43.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
43.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
43.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
43.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
43.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
42.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
42.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
42.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
42.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
42.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
42.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
42.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
41.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
41.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
41.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
41.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
41.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
41.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
40.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
40.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
40.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
40.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
39.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
39.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
38.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
38.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
38.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
38.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
38.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
37.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
37.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
37.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
37.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
37.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
37.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
37.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
36.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
36.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
36.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
36.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
36.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
36.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
35.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
35.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
35.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
34.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
34.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
34.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
34.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
34.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
34.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
34.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
33.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
33.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
33.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
33.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
33.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
33.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
32.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
32.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
32.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
32.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
31.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
31.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
31.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
31.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
31.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
31.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
31.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
31.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
31.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
30.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
30.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
30.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
30.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
29.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
29.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
29.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
29.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
29.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
29.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
29.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
29.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
29.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
28.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
28.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
28.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
28.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
28.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
28.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
27.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
26.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
26.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
26.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
26.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
25.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
25.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
25.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
25.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
25.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
25.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
23.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
23.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
23.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
23.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
23.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
23.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
23.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
22.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
22.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
22.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
22.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
22.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
21.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
21.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
21.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
21.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
20.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
20.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
19.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
19.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
19.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
19.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
19.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
19.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
18.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
18.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
17.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
17.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
16.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
15.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
15.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
13.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079270003
Tumor
1.4
CPT0000640003
Tumor
1.4
CPT0025110003
Tumor
1.3
CPT0078660003
Tumor
1.0
CPT0092740003
Normal
0.8
CPT0076330003
Tumor
0.8
CPT0023350003
Tumor
0.7
CPT0007320003
Tumor
0.7
CPT0069000003
Tumor
0.7
CPT0092800003
Normal
0.6
CPT0002350011
Tumor
0.6
CPT0026420001
Normal
0.6
CPT0001340003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0079430001
Normal
0.4
CPT0019130003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0000660001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0089480003
Normal
0.4
CPT0006950001
Normal
0.3
CPT0092290003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0078840001
Normal
0.3
CPT0081880003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0086830003
Normal
0.3
CPT0013790003
Normal
0.3
CPT0092730003
Tumor
0.3
CPT0006730001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0063630003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0088570001
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0010170001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0009000003
Tumor
0.2
CPT0088900003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0086370003
Normal
0.1
CPT0065450001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0089020003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0081600003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0021240003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0025290003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0012280003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0065690003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0000870016
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0019160001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0084590001
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0012770003
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0075720003
Tumor
-0.4
CPT0001550001
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0079300001
Normal
-0.4
CPT0024680001
Normal
-0.5
CPT0017450001
Normal
-0.5
CPT0092190003
Normal
-0.5
CPT0009060003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0012900004
Tumor
-0.7
CPT0012640003
Normal
-0.7
CPT0012920003
Normal
-0.8
CPT0015910003
Tumor
-0.8
CPT0009020003
Normal
-0.9
CPT0009080003
Normal
-1.0
CPT0011240003
Tumor
-1.2
CPT0017410003
Tumor
-1.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
