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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.
SMIM3 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
11.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
221.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
108.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
27.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
25.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
22.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
18.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
18.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
17.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
13.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
8.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
6.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
6.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMIM3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
60.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
574.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
550.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
399.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
322.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
317.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
306.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
306.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
282.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
255.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
251.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
246.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
226.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
224.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
224.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
222.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
219.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
210.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
200.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
198.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
198.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
197.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
195.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
195.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
185.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
180.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
178.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
170.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
170.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
165.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
165.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
164.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
163.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
163.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
161.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
161.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
158.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
158.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
157.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
156.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
152.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
152.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
152.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
151.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
150.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
150.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
149.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
149.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
149.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
141.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
141.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
140.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
140.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
139.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
139.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
137.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
137.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
137.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
136.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
136.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
135.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
134.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
133.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
132.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
132.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
131.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
131.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
129.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
129.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
128.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
128.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
127.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
126.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
125.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
125.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
121.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
120.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
119.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
119.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
118.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
118.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
117.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
117.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
116.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
116.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
116.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
115.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
112.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
112.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
111.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
110.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
108.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
108.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
108.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
107.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
107.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
106.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
104.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
104.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
104.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
103.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
102.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
101.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
99.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
95.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
95.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
95.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
95.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
94.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
94.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
93.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
93.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
92.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
91.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
91.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
90.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
90.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
89.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
89.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
88.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
87.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
87.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
87.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
86.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
84.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
84.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
84.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
84.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
83.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
82.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
82.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
80.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
77.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
76.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
75.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
74.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
74.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
74.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
74.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
73.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
73.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
72.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
72.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
72.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
71.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
71.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
70.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
69.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
68.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
68.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
68.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
67.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
67.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
67.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
66.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
66.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
66.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
65.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
64.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
63.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
63.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
62.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
62.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
62.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
62.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
61.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
61.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
61.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
61.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
61.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
61.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
61.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
60.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
60.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
59.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
58.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
58.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
58.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
57.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
57.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
57.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
56.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
55.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
55.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
54.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
53.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
52.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
52.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
52.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
52.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
52.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
51.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
50.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
50.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
49.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
49.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
49.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
49.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
48.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
48.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
48.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
48.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
47.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
46.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
46.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
46.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
46.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
46.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
45.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
45.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
45.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
44.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
44.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
44.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
44.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
44.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
44.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
43.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
43.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
43.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
43.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
43.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
43.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
42.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
42.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
42.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
42.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
41.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
41.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
41.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
41.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
41.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
40.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
40.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
40.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
40.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
39.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
39.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
38.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
38.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
38.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
38.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
38.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
38.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
37.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
37.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
37.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
37.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
37.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
36.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
36.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
36.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
36.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
36.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
36.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
35.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
35.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
35.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
35.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
35.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
35.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
34.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
33.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
33.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
32.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
32.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
32.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
31.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
31.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
31.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
31.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
30.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
30.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
29.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
29.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
29.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
29.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
29.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
29.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
29.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
29.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
29.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
28.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
28.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
28.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
28.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
27.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
27.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
27.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
27.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
27.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
27.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
27.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
27.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
26.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
26.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
26.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
26.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
26.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
26.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
25.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
25.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
25.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
25.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
25.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
24.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
24.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
24.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
24.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
23.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
22.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
22.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
21.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
21.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
21.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
20.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
20.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
20.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
19.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
19.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
19.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
19.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
19.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
18.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
18.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
18.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
18.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
17.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
16.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
16.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
16.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
16.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
15.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
15.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
14.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
14.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
12.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
11.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
10.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
10.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
10.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
9.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
9.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
8.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
8.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
7.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
5.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
5.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
4.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
4.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMIM3 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
65.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
459.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
440.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
340.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
328.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
250.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
172.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
169.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
161.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
153.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
151.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
147.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
133.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
130.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
126.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
121.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
118.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
116.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
112.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
106.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
105.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
100.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
98.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
87.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
87.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
86.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
85.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
84.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
78.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
78.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
77.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
71.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
64.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
59.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
57.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
54.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
52.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
50.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
49.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
47.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
46.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
44.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
44.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
43.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
42.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
36.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
34.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
32.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
30.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
30.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
28.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
27.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
27.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
24.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
23.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
18.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
15.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
15.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
10.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
9.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
9.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
9.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
8.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
6.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
6.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
5.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
SMIM3 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
19.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
158.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
85.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
77.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
77.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
68.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
66.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
64.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
64.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
62.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
60.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
55.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
53.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
52.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
50.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
50.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
50.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
49.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
48.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
46.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
45.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
45.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
43.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
43.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
42.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
41.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
41.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
40.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
40.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
39.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
38.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
38.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
38.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
36.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
35.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
35.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
35.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
35.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
34.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
34.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
33.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
33.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
33.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
33.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
32.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
32.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
32.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
32.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
32.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
32.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
31.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
31.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
31.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
30.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
28.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
28.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
28.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
27.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
27.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
27.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
27.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
26.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
25.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
25.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
25.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
24.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
24.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
23.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
23.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
22.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
22.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
22.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
21.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
21.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
20.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
20.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
20.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
20.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
19.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
19.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
19.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
19.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
18.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
18.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
17.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
17.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
17.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
17.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
17.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
16.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
16.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
15.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
15.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
14.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
14.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
14.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
14.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
13.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
12.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
12.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
11.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
11.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
10.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
9.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
8.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
8.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
8.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
8.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
7.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
7.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
7.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
6.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
6.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
6.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
5.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
5.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
5.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
5.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
5.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
4.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
3.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
2.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
