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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.
SUCLG1 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
138.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
539.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
391.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
354.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
352.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
339.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
237.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
217.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
214.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
210.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
198.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
192.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
178.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
177.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
163.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
162.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
162.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
154.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
153.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
152.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
148.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
139.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
136.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
135.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
132.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
131.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
124.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
122.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
121.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
120.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
115.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
109.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
108.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
108.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
107.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
106.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
106.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
103.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
103.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
101.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
100.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
98.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
97.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
94.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
92.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
91.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
90.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
87.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
86.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
86.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
85.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
85.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
85.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
79.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
78.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
77.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
76.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
75.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
64.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
62.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
62.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
55.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
49.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
48.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SUCLG1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
80.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
588.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
566.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
535.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
469.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
284.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
279.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
265.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
257.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
252.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
246.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
237.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
196.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
194.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
185.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
185.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
178.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
174.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
172.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
170.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
167.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
161.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
156.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
149.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
149.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
145.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
142.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
139.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
138.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
138.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
136.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
135.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
134.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
129.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
129.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
128.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
128.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
127.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
126.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
126.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
125.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
125.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
124.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
122.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
121.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
121.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
121.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
120.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
120.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
120.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
119.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
118.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
116.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
116.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
115.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
115.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
115.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
113.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
112.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
111.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
111.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
111.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
110.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
110.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
109.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
108.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
108.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
107.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
107.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
106.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
106.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
106.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
106.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
105.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
105.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
104.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
104.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
103.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
103.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
103.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
102.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
102.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
101.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
101.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
101.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
101.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
101.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
101.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
101.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
101.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
101.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
101.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
100.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
100.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
99.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
99.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
99.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
99.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
98.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
98.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
98.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
98.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
98.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
97.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
97.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
97.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
97.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
96.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
95.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
94.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
94.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
94.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
93.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
93.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
93.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
93.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
93.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
92.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
91.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
91.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
91.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
90.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
90.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
89.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
89.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
89.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
89.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
89.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
89.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
88.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
88.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
88.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
88.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
88.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
88.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
88.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
87.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
87.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
87.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
87.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
87.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
87.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
87.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
87.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
87.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
86.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
86.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
86.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
86.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
86.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
85.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
85.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
85.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
85.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
85.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
85.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
84.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
84.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
84.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
84.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
84.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
83.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
83.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
83.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
83.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
83.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
83.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
83.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
83.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
82.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
82.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
82.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
82.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
82.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
82.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
82.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
81.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
81.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
81.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
81.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
81.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
81.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
80.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
80.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
80.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
80.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
79.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
79.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
79.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
79.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
79.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
79.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
79.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
78.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
78.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
78.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
78.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
78.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
78.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
78.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
78.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
78.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
77.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
77.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
77.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
77.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
76.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
76.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
76.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
76.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
76.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
76.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
76.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
75.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
75.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
75.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
75.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
75.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
75.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
75.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
75.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
75.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
75.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
75.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
74.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
74.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
74.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
74.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
74.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
74.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
73.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
73.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
73.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
73.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
73.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
73.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
73.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
73.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
73.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
73.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
72.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
72.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
72.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
72.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
72.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
72.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
72.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
72.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
71.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
71.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
71.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
71.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
70.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
70.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
70.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
70.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
70.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
70.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
70.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
70.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
69.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
69.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
69.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
69.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
69.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
69.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
69.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
68.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
68.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
68.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
68.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
68.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
68.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
68.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
68.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
68.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
68.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
67.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
67.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
67.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
67.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
67.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
67.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
67.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
67.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
67.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
67.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
67.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
67.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
67.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
66.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
66.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
66.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
66.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
66.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
66.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
66.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
65.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
65.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
65.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
65.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
65.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
65.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
65.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
65.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
65.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
65.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
65.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
64.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
64.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
64.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
64.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
64.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
64.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
64.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
64.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
64.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
64.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
64.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
64.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
64.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
63.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
63.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
63.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
63.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
63.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
63.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
63.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
62.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
62.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
62.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
62.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
62.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
62.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
61.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
61.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
61.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
61.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
61.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
61.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
61.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
61.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
61.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
61.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
61.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
60.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
60.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
60.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
60.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
60.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
60.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
60.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
60.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
60.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
60.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
59.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
59.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
59.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
59.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
59.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
58.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
58.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
58.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
58.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
58.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
58.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
58.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
58.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
58.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
58.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
57.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
57.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
57.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
57.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
57.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
56.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
56.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
56.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
56.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
56.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
56.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
56.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
56.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
55.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
55.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
55.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
55.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
55.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
55.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
55.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
55.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
55.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
55.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
55.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
55.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
55.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
54.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
54.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
54.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
54.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
54.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
54.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
54.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
54.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
54.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
53.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
53.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
53.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
53.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
53.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
53.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
53.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
53.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
53.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
52.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
52.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
52.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
52.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
52.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
52.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
51.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
51.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
51.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
51.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
51.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
51.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
50.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
50.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
49.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
49.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
49.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
49.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
49.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
49.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
49.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
49.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
49.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
48.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
48.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
48.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
48.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
48.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
48.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
47.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
47.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
47.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
46.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
46.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
46.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
46.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
46.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
46.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
46.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
46.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
45.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
45.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
45.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
45.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
45.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
45.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
44.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
44.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
44.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
44.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
44.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
44.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
43.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
43.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
43.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
43.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
43.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
42.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
42.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
42.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
42.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
42.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
41.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
41.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
41.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
41.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
41.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
40.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
40.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
40.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
38.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
38.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
38.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
38.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
38.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
37.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
35.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
33.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
33.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
33.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
32.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
32.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
32.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
31.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
30.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
30.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
30.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
29.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
27.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
27.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
27.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
26.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
26.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SUCLG1 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
81.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
426.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
200.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
168.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
168.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
146.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
143.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
140.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
126.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
124.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
112.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
111.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
109.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
105.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
104.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
97.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
95.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
94.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
94.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
93.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
93.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
92.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
91.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
90.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
88.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
87.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
86.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
85.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
85.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
84.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
83.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
83.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
83.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
82.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
81.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
81.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
80.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
80.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
79.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
78.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
78.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
78.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
78.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
77.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
77.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
77.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
77.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
76.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
76.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
75.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
74.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
73.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
73.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
73.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
70.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
69.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
69.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
68.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
68.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
68.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
68.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
67.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
67.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
66.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
65.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
64.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
64.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
64.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
63.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
62.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
61.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
61.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
59.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
57.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
57.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
56.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
55.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
54.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
54.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
54.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
53.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
53.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
53.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
49.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
49.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
49.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
49.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
47.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
47.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
47.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
44.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
41.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
40.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
SUCLG1 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
150.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
556.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
538.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
530.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
509.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
481.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
454.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
444.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
393.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
375.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
355.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
338.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
334.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
318.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
312.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
298.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
290.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
286.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
284.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
282.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
282.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
280.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
279.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
271.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
269.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
265.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
256.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
248.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
246.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
243.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
230.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
227.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
227.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
226.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
223.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
221.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
219.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
219.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
216.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
215.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
215.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
210.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
209.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
206.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
205.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
204.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
203.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
200.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
199.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
199.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
199.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
197.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
195.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
194.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
192.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
191.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
190.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
190.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
190.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
190.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
188.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
187.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
186.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
185.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
185.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
184.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
184.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
183.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
182.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
181.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
180.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
179.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
177.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
176.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
175.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
174.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
174.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
174.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
172.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
171.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
169.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
168.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
167.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
166.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
166.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
165.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
165.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
165.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
164.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
163.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
163.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
163.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
162.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
162.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
161.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
161.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
160.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
160.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
159.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
159.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
158.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
158.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
158.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
157.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
157.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
157.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
157.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
155.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
154.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
152.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
152.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
151.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
149.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
149.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
148.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
148.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
148.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
147.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
147.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
147.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
147.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
147.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
146.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
146.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
146.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
145.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
145.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
145.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
143.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
143.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
143.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
143.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
143.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
142.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
142.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
142.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
141.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
141.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
140.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
139.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
139.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
136.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
135.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
135.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
135.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
135.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
135.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
135.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
134.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
134.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
134.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
133.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
133.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
132.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
131.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
131.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
130.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
130.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
130.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
129.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
128.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
128.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
128.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
128.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
128.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
127.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
127.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
126.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
126.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
126.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
125.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
122.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
122.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
122.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
120.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
120.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
120.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
120.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
120.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
119.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
119.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
118.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
117.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
117.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
117.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
116.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
116.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
116.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
116.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
116.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
114.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
114.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
114.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
114.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
112.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
112.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
112.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
111.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
110.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
107.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
107.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
107.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
107.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
106.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
106.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
106.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
106.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
105.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
104.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
103.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
102.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
102.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
102.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
101.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
100.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
99.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
98.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
98.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
97.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
96.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
93.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
93.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
92.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
90.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
90.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
90.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
90.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
90.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
90.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
89.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
89.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
88.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
84.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
83.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
82.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
81.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
79.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
79.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
78.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
78.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
77.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
77.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
77.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
77.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
77.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
75.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
73.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
71.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
70.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
69.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
69.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
66.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
64.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
64.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
63.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
62.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
61.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
60.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
60.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
59.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
57.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
55.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
55.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
55.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
53.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
52.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
49.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
49.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
47.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
47.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
44.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
34.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
33.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
33.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
31.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
25.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
23.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.2
CPT0088780001
Normal
1.0
CPT0092800003
Normal
1.0
CPT0006950001
Normal
0.9
CPT0078530001
Normal
0.9
CPT0065450001
Normal
0.9
CPT0014350001
Normal
0.9
CPT0079000001
Normal
0.9
CPT0023710001
Normal
0.9
CPT0076350001
Normal
0.9
CPT0069010001
Normal
0.9
CPT0077500001
Normal
0.8
CPT0092740003
Normal
0.8
CPT0077140001
Normal
0.8
CPT0089480003
Normal
0.8
CPT0026420001
Normal
0.8
CPT0012770003
Normal
0.8
CPT0066430001
Normal
0.8
CPT0025060001
Normal
0.8
CPT0078840001
Normal
0.8
CPT0012570003
Normal
0.8
CPT0012090003
Normal
0.8
CPT0087050003
Normal
0.8
CPT0081620001
Normal
0.8
CPT0079430001
Normal
0.8
CPT0025610001
Normal
0.7
CPT0010170001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0009080003
Normal
0.7
CPT0020130001
Normal
0.7
CPT0078670001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0064400001
Normal
0.7
CPT0088920001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0082010001
Normal
0.7
CPT0007470001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0088710001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0086890003
Normal
0.6
CPT0088640003
Normal
0.6
CPT0089040001
Normal
0.6
CPT0086370003
Normal
0.5
CPT0012290003
Normal
0.5
CPT0006730001
Normal
0.5
CPT0013790003
Normal
0.5
CPT0088500001
Normal
0.5
CPT0007870001
Normal
0.5
CPT0018250001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0088570001
Normal
0.5
CPT0009020003
Normal
0.4
CPT0001510001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0024680001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0063640001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0025920001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0012920003
Normal
0.3
CPT0075570001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0001550001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0017450001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0001230001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0012640003
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0000660001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0010120001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0079510001
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0025170003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0078800003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0019990003
Tumor
-0.5
CPT0069000003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0015730003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0084590001
Normal
-0.7
CPT0092290003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0066470004
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0023690003
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0021240003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0006900003
Tumor
-0.7
CPT0063320003
Tumor
-0.7
CPT0007320003
Tumor
-0.8
CPT0009000003
Tumor
-0.8
CPT0069160003
Tumor
-0.8
CPT0088900003
Tumor
-0.8
CPT0012550003
Tumor
-0.8
CPT0079410003
Tumor
-0.8
CPT0066480003
Tumor
-0.8
CPT0088690003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0078830003
Tumor
-0.9
CPT0092190003
Normal
-0.9
CPT0078930003
Tumor
-0.9
CPT0025050003
Tumor
-0.9
CPT0014450004
Tumor
-0.9
CPT0006630003
Tumor
-0.9
CPT0063630003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0065750003
Tumor
-1.0
CPT0015910003
Tumor
-1.0
CPT0088760003
Tumor
-1.0
CPT0086950003
Tumor
-1.0
CPT0012670003
Tumor
-1.0
CPT0092160003
Tumor
-1.0
CPT0092790003
Tumor
-1.0
CPT0017410003
Tumor
-1.0
CPT0079480003
Tumor
-1.0
CPT0012280003
Tumor
-1.0
CPT0025880003
Tumor
-1.0
CPT0086870003
Tumor
-1.0
CPT0065810003
Tumor
-1.0
CPT0086030003
Tumor
-1.0
CPT0026410003
Tumor
-1.0
CPT0077490003
Tumor
-1.0
CPT0014370004
Tumor
-1.0
CPT0011240003
Tumor
-1.0
CPT0000870016
Tumor
-1.1
CPT0012180003
Tumor
-1.1
CPT0088550004
Tumor
-1.1
CPT0081880003
Tumor
-1.1
CPT0088480003
Tumor
-1.1
CPT0001220008
Tumor
-1.1
CPT0071150004
Tumor
-1.1
CPT0019130003
Tumor
-1.1
CPT0081990003
Tumor
-1.1
CPT0001540009
Tumor
-1.2
CPT0002350011
Tumor
-1.2
CPT0065930003
Tumor
-1.2
CPT0000640003
Tumor
-1.2
CPT0065430003
Tumor
-1.2
CPT0088630003
Tumor
-1.2
CPT0025110003
Tumor
-1.2
CPT0001260009
Tumor
-1.2
CPT0086820003
Tumor
-1.2
CPT0012080003
Tumor
-1.2
CPT0075130003
Tumor
-1.3
CPT0025580004
Tumor
-1.3
CPT0079270003
Tumor
-1.3
CPT0086360003
Tumor
-1.3
CPT0081600003
Tumor
-1.3
CPT0077110003
Tumor
-1.3
CPT0011410003
Tumor
-1.3
CPT0023350003
Tumor
-1.3
CPT0012370003
Tumor
-1.4
CPT0017850003
Tumor
-1.4
CPT0084560003
Tumor
-1.4
CPT0085670003
Tumor
-1.4
CPT0065690003
Tumor
-1.4
CPT0015810003
Tumor
-1.4
CPT0010110003
Tumor
-1.4
CPT0065870003
Tumor
-1.4
CPT0078990003
Tumor
-1.5
CPT0025230003
Tumor
-1.5
CPT0001180009
Tumor
-1.6
CPT0079230003
Tumor
-1.6
CPT0025290003
Tumor
-1.6
CPT0001340003
Tumor
-1.7
CPT0025350003
Tumor
-1.7
CPT0079380003
Tumor
-1.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.