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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.
BCL2L1 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
147.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
387.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
371.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
353.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
325.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
297.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
275.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
261.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
226.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
222.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
217.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
205.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
197.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
196.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
187.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
186.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
183.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
182.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
181.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
175.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
166.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
163.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
156.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
156.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
154.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
152.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
144.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
143.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
143.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
141.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
139.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
139.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
136.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
134.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
133.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
129.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
123.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
122.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
117.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
116.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
116.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
112.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
107.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
97.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
95.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
95.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
93.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
92.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
92.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
91.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
89.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
82.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
81.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
77.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
71.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
69.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
69.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
68.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
68.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
65.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
65.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
62.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
51.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
49.9
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.
BCL2L1 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
81.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
405.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
267.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
205.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
194.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
178.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
177.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
174.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
173.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
173.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
168.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
167.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
167.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
165.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
163.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
155.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
151.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
150.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
147.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
141.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
138.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
135.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
135.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
135.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
135.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
133.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
133.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
132.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
131.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
130.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
127.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
127.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
126.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
126.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
125.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
124.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
124.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
124.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
123.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
122.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
122.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
122.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
122.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
121.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
120.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
120.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
120.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
119.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
119.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
119.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
119.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
119.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
117.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
116.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
116.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
116.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
116.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
115.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
113.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
112.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
112.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
112.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
112.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
111.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
111.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
110.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
110.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
110.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
110.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
110.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
110.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
110.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
109.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
109.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
109.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
109.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
108.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
108.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
107.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
107.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
107.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
106.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
106.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
106.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
106.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
105.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
105.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
104.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
104.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
104.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
104.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
104.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
104.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
104.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
103.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
103.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
103.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
102.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
102.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
102.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
102.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
102.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
101.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
101.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
101.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
101.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
101.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
100.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
100.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
100.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
99.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
99.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
99.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
99.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
99.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
99.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
99.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
99.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
99.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
98.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
98.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
98.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
98.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
98.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
98.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
97.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
97.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
97.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
97.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
97.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
97.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
97.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
97.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
97.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
97.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
96.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
96.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
96.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
96.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
95.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
95.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
95.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
95.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
95.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
95.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
95.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
94.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
94.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
94.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
94.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
94.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
94.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
94.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
94.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
93.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
93.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
93.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
93.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
93.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
93.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
93.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
93.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
93.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
92.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
92.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
92.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
92.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
92.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
91.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
91.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
91.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
91.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
91.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
91.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
90.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
90.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
90.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
90.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
90.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
90.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
90.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
90.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
90.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
89.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
89.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
89.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
89.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
89.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
89.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
89.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
89.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
88.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
88.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
88.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
88.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
88.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
88.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
88.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
88.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
87.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
87.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
87.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
87.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
87.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
87.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
87.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
87.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
87.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
87.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
87.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
87.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
87.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
87.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
86.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
86.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
86.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
85.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
85.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
85.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
85.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
85.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
85.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
85.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
85.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
85.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
84.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
84.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
84.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
84.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
84.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
84.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
84.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
84.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
84.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
84.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
84.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
84.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
84.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
84.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
83.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
83.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
83.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
82.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
82.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
82.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
82.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
82.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
82.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
82.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
82.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
81.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
81.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
81.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
81.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
80.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
80.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
80.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
80.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
80.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
80.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
80.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
79.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
79.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
79.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
79.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
79.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
79.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
79.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
78.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
78.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
78.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
78.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
78.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
78.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
78.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
77.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
77.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
77.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
77.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
77.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
77.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
77.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
77.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
77.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
77.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
77.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
76.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
76.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
76.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
76.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
76.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
76.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
75.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
75.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
75.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
75.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
75.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
75.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
75.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
74.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
74.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
74.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
74.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
74.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
74.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
73.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
73.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
73.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
73.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
73.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
73.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
73.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
72.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
72.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
72.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
72.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
72.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
72.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
72.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
72.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
71.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
71.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
71.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
71.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
71.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
71.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
71.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
71.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
71.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
71.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
71.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
71.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
70.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
70.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
70.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
70.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
70.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
70.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
70.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
69.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
69.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
69.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
69.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
69.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
69.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
69.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
69.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
68.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
68.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
68.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
67.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
67.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
67.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
67.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
67.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
67.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
67.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
67.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
67.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
66.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
66.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
66.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
66.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
66.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
66.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
66.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
66.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
66.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
66.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
65.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
65.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
65.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
65.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
65.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
64.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
64.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
64.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
63.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
63.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
63.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
62.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
62.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
62.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
62.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
62.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
62.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
61.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
61.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
61.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
61.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
61.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
60.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
60.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
60.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
60.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
60.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
59.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
59.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
59.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
59.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
59.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
58.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
58.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
58.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
58.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
57.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
57.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
57.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
57.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
57.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
57.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
57.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
56.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
56.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
56.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
56.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
56.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
56.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
55.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
55.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
55.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
55.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
55.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
54.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
54.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
54.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
54.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
53.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
53.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
53.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
53.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
53.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
53.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
52.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
52.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
52.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
52.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
52.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
52.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
52.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
51.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
51.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
51.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
50.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
50.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
50.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
49.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
49.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
49.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
48.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
48.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
48.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
48.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
48.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
47.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
47.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
47.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
47.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
47.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
46.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
45.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
45.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
45.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
44.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
44.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
44.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
44.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
43.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
42.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
42.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
41.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
41.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
41.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
40.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
40.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
39.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
39.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
39.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
39.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
38.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
37.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
37.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
37.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
36.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
35.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
35.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
35.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
35.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
35.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
34.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
33.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
32.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
32.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
32.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
32.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
31.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
30.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
28.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
28.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
27.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
27.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
26.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
25.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
25.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
24.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
24.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
22.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
21.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
21.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
20.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
19.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
19.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 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.
BCL2L1 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
103.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
426.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
208.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
190.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
188.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
188.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
179.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
162.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
150.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
148.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
147.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
143.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
143.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
139.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
139.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
134.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
133.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
130.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
128.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
124.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
124.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
123.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
120.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
120.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
120.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
120.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
116.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
116.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
115.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
115.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
114.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
111.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
110.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
109.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
109.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
107.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
106.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
105.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
105.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
104.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
103.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
102.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
100.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
99.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
98.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
98.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
98.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
97.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
96.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
96.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
96.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
95.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
95.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
95.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
94.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
94.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
93.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
91.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
91.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
90.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
88.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
87.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
87.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
86.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
86.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
86.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
85.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
82.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
82.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
81.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
80.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
78.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
77.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
76.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
76.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
76.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
76.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
74.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
73.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
72.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
71.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
70.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
68.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
68.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
67.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
66.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
65.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
65.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
64.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
62.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
62.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
60.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
60.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
60.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
57.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
57.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
54.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
51.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
49.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BCL2L1 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
137.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
602.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
476.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
457.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
414.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
386.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
376.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
346.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
339.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
325.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
308.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
275.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
273.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
265.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
264.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
263.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
258.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
256.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
250.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
249.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
247.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
237.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
234.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
233.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
232.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
231.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
231.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
230.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
230.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
229.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
229.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
226.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
221.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
215.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
215.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
214.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
209.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
209.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
207.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
204.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
203.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
201.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
200.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
198.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
197.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
196.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
194.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
191.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
191.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
190.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
190.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
190.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
189.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
188.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
187.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
186.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
186.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
184.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
183.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
183.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
182.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
182.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
180.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
179.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
179.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
177.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
176.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
176.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
174.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
174.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
173.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
173.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
173.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
170.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
170.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
169.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
169.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
168.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
168.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
167.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
166.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
166.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
165.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
164.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
163.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
162.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
161.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
160.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
160.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
160.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
159.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
159.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
158.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
157.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
157.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
156.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
156.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
156.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
153.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
153.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
149.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
147.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
147.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
145.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
144.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
144.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
144.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
143.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
143.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
142.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
142.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
141.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
140.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
138.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
137.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
136.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
136.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
136.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
135.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
135.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
135.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
134.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
134.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
133.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
132.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
131.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
130.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
130.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
129.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
129.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
128.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
128.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
128.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
128.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
127.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
127.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
126.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
124.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
123.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
122.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
122.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
121.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
121.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
120.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
120.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
119.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
119.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
119.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
117.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
117.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
115.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
115.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
114.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
114.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
114.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
113.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
113.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
113.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
113.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
112.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
111.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
110.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
110.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
110.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
110.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
109.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
108.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
107.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
107.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
107.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
106.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
105.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
105.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
104.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
104.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
103.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
103.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
103.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
103.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
102.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
102.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
102.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
102.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
101.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
99.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
99.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
99.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
99.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
98.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
98.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
97.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
96.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
95.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
94.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
94.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
94.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
93.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
92.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
92.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
91.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
90.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
89.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
89.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
88.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
88.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
87.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
86.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
86.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
85.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
85.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
85.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
84.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
82.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
82.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
81.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
80.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
80.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
79.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
79.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
79.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
79.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
78.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
77.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
76.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
76.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
75.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
75.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
75.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
75.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
74.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
74.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
73.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
71.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
71.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
70.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
70.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
70.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
69.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
68.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
66.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
66.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
66.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
66.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
65.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
64.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
64.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
64.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
63.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
62.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
62.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
61.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
61.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
60.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
60.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
59.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
59.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
58.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
57.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
57.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
57.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
55.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
55.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
53.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
53.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
51.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
50.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
49.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
45.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
44.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
42.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
40.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
39.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
38.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
37.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
36.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
36.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
33.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
27.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
26.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
26.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
22.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.7
CPT0078660003
Tumor
1.6
CPT0002270011
Tumor
1.3
CPT0088970003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0012670003
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0001180009
Tumor
0.5
CPT0014350001
Normal
0.5
CPT0017450001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0009060003
Tumor
0.4
CPT0001350001
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0025610001
Normal
0.4
CPT0012550003
Tumor
0.4
CPT0079000001
Normal
0.4
CPT0069000003
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0000790001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0086870003
Tumor
0.3
CPT0010170001
Normal
0.3
CPT0084560003
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0015730003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0089480003
Normal
0.3
CPT0089040001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0087050003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0020130001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0012770003
Normal
0.2
CPT0007470001
Normal
0.2
CPT0064370003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0065820001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0012570003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0088480003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0015910003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0066470004
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0025230003
Tumor
-0.3
CPT0002350011
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0001340003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0088760003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0088690003
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0089020003
Tumor
-0.7
CPT0078510003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
