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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.
SMIM26 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
108.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
339.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
335.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
204.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
195.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
193.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
188.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
176.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
154.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
142.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
141.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
141.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
137.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
137.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
133.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
132.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
130.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
125.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
125.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
121.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
117.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
111.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
111.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
107.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
107.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
102.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
101.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
98.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
97.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
96.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
96.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
94.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
94.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
93.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
92.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
89.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
88.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
84.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
83.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
82.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
81.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
81.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
80.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
80.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
80.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
79.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
78.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
78.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
76.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
75.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
74.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
73.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
71.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
70.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
68.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
67.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
65.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
63.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
62.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
61.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
61.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
54.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
53.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
50.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 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.
SMIM26 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
97.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
250.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
224.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
222.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
203.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
180.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
178.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
168.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
166.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
166.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
162.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
159.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
158.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
158.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
156.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
154.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
152.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
151.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
150.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
147.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
146.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
146.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
145.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
145.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
144.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
143.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
142.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
142.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
142.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
142.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
140.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
140.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
140.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
139.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
139.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
139.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
138.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
138.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
137.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
136.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
136.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
135.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
135.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
135.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
134.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
134.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
134.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
133.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
132.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
132.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
131.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
131.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
131.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
131.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
131.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
131.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
130.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
129.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
129.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
128.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
128.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
128.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
128.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
128.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
128.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
127.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
127.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
127.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
127.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
126.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
125.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
124.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
124.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
123.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
123.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
123.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
123.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
122.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
122.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
122.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
122.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
122.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
121.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
121.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
121.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
120.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
120.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
120.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
120.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
120.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
120.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
120.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
119.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
119.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
119.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
119.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
119.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
119.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
119.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
118.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
118.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
118.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
118.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
118.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
117.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
117.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
117.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
117.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
117.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
117.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
117.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
116.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
116.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
116.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
116.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
116.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
115.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
115.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
114.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
114.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
114.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
114.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
114.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
114.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
114.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
114.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
113.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
113.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
113.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
113.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
113.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
112.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
112.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
112.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
111.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
111.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
111.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
111.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
111.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
110.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
110.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
109.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
109.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
109.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
109.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
109.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
109.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
109.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
109.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
109.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
108.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
108.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
108.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
108.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
108.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
108.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
107.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
107.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
107.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
107.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
107.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
107.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
106.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
106.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
106.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
106.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
106.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
106.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
106.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
106.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
106.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
106.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
106.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
105.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
105.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
105.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
105.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
105.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
105.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
105.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
105.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
104.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
104.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
104.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
104.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
104.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
104.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
104.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
103.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
103.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
103.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
103.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
103.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
103.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
102.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
102.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
102.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
102.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
102.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
102.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
102.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
102.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
102.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
101.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
101.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
101.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
101.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
101.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
101.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
100.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
100.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
100.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
100.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
100.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
100.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
99.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
99.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
99.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
99.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
99.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
99.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
99.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
99.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
99.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
99.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
98.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
98.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
98.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
98.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
98.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
98.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
98.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
98.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
97.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
97.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
97.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
97.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
97.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
96.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
96.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
96.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
96.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
96.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
95.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
95.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
95.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
95.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
95.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
95.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
95.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
95.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
95.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
95.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
95.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
95.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
95.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
95.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
95.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
95.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
94.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
94.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
94.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
94.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
94.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
94.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
94.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
94.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
94.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
94.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
94.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
94.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
94.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
94.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
94.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
94.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
93.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
93.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
93.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
93.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
93.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
93.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
93.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
93.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
93.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
93.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
92.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
92.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
92.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
92.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
92.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
92.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
92.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
92.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
92.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
92.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
92.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
91.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
91.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
91.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
91.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
91.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
91.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
91.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
91.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
91.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
91.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
90.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
90.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
90.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
90.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
90.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
90.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
90.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
90.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
90.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
90.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
89.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
89.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
89.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
89.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
89.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
89.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
89.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
89.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
89.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
89.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
89.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
89.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
89.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
89.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
88.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
88.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
88.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
88.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
88.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
88.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
88.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
87.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
87.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
87.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
87.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
87.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
87.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
87.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
86.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
86.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
86.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
86.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
86.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
85.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
85.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
85.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
85.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
85.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
85.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
85.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
85.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
84.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
84.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
84.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
84.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
84.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
84.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
84.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
84.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
84.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
84.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
84.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
84.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
84.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
84.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
84.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
83.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
83.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
83.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
83.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
83.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
83.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
82.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
82.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
82.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
82.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
82.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
82.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
82.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
82.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
82.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
81.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
81.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
81.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
81.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
81.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
80.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
80.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
80.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
80.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
80.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
80.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
79.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
79.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
79.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
79.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
79.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
79.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
79.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
78.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
78.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
78.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
78.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
78.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
78.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
78.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
77.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
77.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
77.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
77.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
77.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
77.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
77.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
76.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
76.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
76.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
76.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
76.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
76.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
75.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
75.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
75.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
75.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
75.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
75.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
75.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
75.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
75.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
75.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
74.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
74.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
74.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
74.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
74.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
74.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
74.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
73.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
73.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
73.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
73.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
73.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
73.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
73.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
73.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
72.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
72.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
72.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
71.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
71.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
70.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
70.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
70.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
70.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
70.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
70.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
69.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
69.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
69.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
69.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
68.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
68.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
68.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
68.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
67.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
67.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
67.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
67.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
67.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
66.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
66.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
65.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
65.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
64.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
64.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
64.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
64.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
64.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
63.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
63.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
63.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
62.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
61.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
61.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
61.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
61.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
61.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
61.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
60.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
59.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
59.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
58.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
58.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
57.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
57.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
57.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
57.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
56.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
56.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
56.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
54.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
53.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
53.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
51.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
51.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
49.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
49.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
46.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
40.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
39.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
39.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
38.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
36.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
32.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 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.
SMIM26 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
101.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
286.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
173.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
163.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
154.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
151.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
143.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
141.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
141.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
135.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
135.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
134.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
134.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
130.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
127.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
125.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
122.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
120.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
119.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
118.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
117.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
115.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
114.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
110.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
110.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
109.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
109.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
108.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
107.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
107.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
107.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
106.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
106.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
106.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
105.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
104.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
103.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
103.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
102.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
102.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
102.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
102.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
102.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
101.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
100.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
100.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
100.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
100.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
99.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
99.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
97.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
97.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
96.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
96.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
96.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
95.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
95.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
94.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
94.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
94.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
93.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
92.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
92.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
91.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
90.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
90.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
89.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
89.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
89.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
88.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
87.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
86.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
86.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
85.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
85.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
85.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
84.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
84.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
84.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
81.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
81.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
81.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
80.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
79.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
79.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
79.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
78.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
78.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
77.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
74.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
74.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
73.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
67.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
66.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
63.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
62.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
60.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
59.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
SMIM26 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
125.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
496.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
423.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
421.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
335.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
324.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
312.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
305.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
302.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
289.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
279.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
275.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
274.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
266.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
257.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
228.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
218.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
213.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
209.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
209.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
206.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
206.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
205.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
205.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
201.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
197.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
193.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
192.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
191.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
191.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
189.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
188.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
184.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
182.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
178.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
176.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
174.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
170.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
170.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
170.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
169.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
168.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
168.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
166.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
165.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
164.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
164.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
163.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
162.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
161.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
159.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
159.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
158.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
156.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
156.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
155.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
155.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
155.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
152.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
152.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
151.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
151.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
150.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
148.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
148.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
147.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
147.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
146.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
145.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
145.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
145.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
144.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
144.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
143.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
142.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
141.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
141.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
140.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
140.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
138.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
138.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
136.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
136.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
135.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
135.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
134.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
133.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
131.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
131.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
130.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
130.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
130.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
130.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
130.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
129.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
129.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
128.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
127.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
127.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
126.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
126.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
125.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
125.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
124.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
123.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
123.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
123.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
122.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
122.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
121.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
121.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
121.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
120.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
120.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
119.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
119.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
119.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
118.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
118.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
117.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
117.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
117.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
117.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
116.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
116.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
116.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
115.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
115.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
115.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
115.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
115.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
114.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
114.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
114.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
114.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
113.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
113.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
113.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
112.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
112.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
111.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
111.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
110.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
110.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
110.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
109.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
109.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
109.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
108.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
108.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
108.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
108.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
107.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
107.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
106.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
106.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
106.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
106.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
105.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
105.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
105.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
105.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
105.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
105.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
105.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
104.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
104.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
104.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
104.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
104.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
104.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
103.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
103.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
102.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
101.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
101.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
101.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
101.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
101.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
100.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
100.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
100.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
99.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
99.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
99.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
98.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
98.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
98.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
98.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
97.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
97.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
96.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
96.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
96.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
96.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
96.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
95.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
95.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
95.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
95.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
94.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
94.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
94.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
94.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
93.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
93.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
93.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
93.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
92.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
91.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
91.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
90.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
89.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
89.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
89.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
88.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
88.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
88.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
87.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
84.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
84.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
83.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
83.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
83.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
83.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
83.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
83.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
82.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
82.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
82.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
82.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
81.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
81.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
81.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
80.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
79.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
79.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
78.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
77.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
76.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
75.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
74.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
74.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
74.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
73.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
72.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
72.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
72.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
71.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
71.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
71.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
71.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
71.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
70.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
70.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
69.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
69.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
69.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
68.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
68.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
68.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
67.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
67.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
67.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
67.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
65.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
64.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
63.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
63.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
62.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
62.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
62.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
58.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
58.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
57.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
56.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
56.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
55.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
54.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
52.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
52.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
48.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
31.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0064370003
Tumor
1.8
CPT0078660003
Tumor
1.6
CPT0001350001
Normal
1.0
CPT0077140001
Normal
0.7
CPT0088500001
Normal
0.7
CPT0012090003
Normal
0.7
CPT0078670001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0089040001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0092800003
Normal
0.6
CPT0001190001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0019160001
Normal
0.5
CPT0082010001
Normal
0.5
CPT0012290003
Normal
0.4
CPT0086370003
Normal
0.4
CPT0014350001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0065820001
Normal
0.3
CPT0011410003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0075170001
Normal
0.2
CPT0078530001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0001510001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0017850003
Tumor
-0.1
CPT0079510001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0086360003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0012670003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0019130003
Tumor
-0.4
CPT0025170003
Tumor
-0.5
CPT0064400001
Normal
-0.5
CPT0079480003
Tumor
-0.6
CPT0092790003
Tumor
-0.6
CPT0065930003
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0063320003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0025110003
Tumor
-0.7
CPT0007860003
Tumor
-0.8
CPT0075720003
Tumor
-0.8
CPT0010170001
Normal
-0.8
CPT0012080003
Tumor
-0.8
CPT0078510003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0000870016
Tumor
-0.8
CPT0012280003
Tumor
-0.9
CPT0015910003
Tumor
-0.9
CPT0081880003
Tumor
-1.0
CPT0025290003
Tumor
-1.0
CPT0076330003
Tumor
-1.0
CPT0014370004
Tumor
-1.1
CPT0025350003
Tumor
-1.2
CPT0078990003
Tumor
-1.3
CPT0092160003
Tumor
-2.7
CPT0086950003
Tumor
-2.7
CPT0092190003
Normal
-3.2
CPT0086970003
Normal
-3.2
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0081600003
Tumor
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0006630003
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0025060001
Normal
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
