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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.
LACTB2 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
33.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
90.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
74.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
71.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
68.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
64.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
64.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
59.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
56.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
54.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
52.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
47.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
46.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
45.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
44.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
43.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
42.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
39.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
38.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
38.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
37.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
37.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
36.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
34.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
34.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
34.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
33.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
33.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
32.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
32.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
32.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
31.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
30.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
30.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
29.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
28.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
27.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
26.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
25.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
25.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
24.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
24.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
24.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
23.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
23.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
21.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
21.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
18.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
17.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
9.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
LACTB2 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
40.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
450.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
195.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
162.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
150.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
146.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
133.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
129.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
122.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
117.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
116.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
109.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
108.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
107.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
104.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
101.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
99.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
98.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
97.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
96.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
95.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
95.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
92.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
90.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
89.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
89.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
89.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
89.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
86.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
85.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
84.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
83.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
83.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
82.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
82.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
82.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
82.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
80.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
77.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
77.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
76.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
76.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
76.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
76.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
75.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
75.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
74.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
73.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
73.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
72.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
72.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
72.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
71.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
71.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
71.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
71.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
71.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
70.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
70.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
69.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
68.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
68.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
67.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
67.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
67.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
67.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
64.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
64.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
64.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
64.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
64.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
63.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
63.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
63.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
62.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
62.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
62.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
62.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
62.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
62.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
62.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
62.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
61.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
60.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
60.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
59.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
58.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
58.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
58.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
57.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
56.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
56.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
56.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
56.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
56.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
55.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
55.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
55.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
55.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
55.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
54.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
54.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
54.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
54.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
53.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
53.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
53.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
52.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
52.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
52.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
52.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
52.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
52.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
52.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
52.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
51.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
51.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
51.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
51.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
51.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
51.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
50.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
50.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
50.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
50.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
50.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
50.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
49.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
49.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
48.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
48.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
48.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
48.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
48.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
48.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
48.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
48.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
47.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
47.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
47.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
47.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
47.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
47.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
47.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
47.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
46.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
46.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
46.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
46.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
46.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
46.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
45.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
45.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
45.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
45.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
44.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
44.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
44.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
44.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
44.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
44.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
44.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
44.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
44.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
44.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
44.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
44.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
43.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
43.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
43.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
43.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
43.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
43.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
42.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
42.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
42.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
42.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
41.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
41.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
41.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
41.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
41.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
41.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
41.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
41.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
41.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
41.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
40.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
40.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
40.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
40.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
40.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
40.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
40.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
40.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
39.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
39.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
39.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
39.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
39.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
39.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
39.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
38.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
38.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
38.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
38.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
38.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
38.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
38.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
38.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
38.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
38.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
37.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
37.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
37.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
37.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
37.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
37.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
37.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
36.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
36.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
36.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
36.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
36.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
36.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
36.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
35.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
35.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
35.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
35.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
35.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
35.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
35.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
35.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
35.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
35.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
35.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
35.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
34.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
34.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
34.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
34.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
34.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
34.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
34.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
34.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
34.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
34.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
34.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
34.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
34.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
34.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
33.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
33.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
33.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
33.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
33.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
33.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
33.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
33.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
33.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
33.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
33.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
33.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
32.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
32.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
32.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
32.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
32.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
32.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
32.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
31.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
31.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
31.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
31.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
31.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
31.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
31.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
31.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
31.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
31.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
31.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
31.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
31.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
30.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
30.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
30.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
30.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
30.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
30.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
30.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
30.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
30.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
29.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
29.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
29.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
29.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
28.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
28.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
28.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
28.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
28.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
28.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
28.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
28.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
28.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
28.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
28.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
28.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
28.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
28.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
27.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
27.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
27.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
27.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
27.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
27.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
27.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
27.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
27.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
27.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
27.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
27.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
26.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
26.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
26.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
26.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
26.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
25.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
25.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
25.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
25.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
25.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
25.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
24.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
24.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
24.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
24.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
24.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
24.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
24.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
24.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
23.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
23.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
23.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
23.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
23.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
23.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
22.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
22.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
21.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
21.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
21.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
20.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
20.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
19.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
19.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
18.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
18.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
18.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
17.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
17.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
16.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
15.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
15.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
14.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
13.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
10.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
9.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
9.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
8.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
6.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
6.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
LACTB2 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
55.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
430.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
153.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
137.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
117.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
103.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
97.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
92.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
90.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
89.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
88.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
86.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
85.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
84.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
83.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
82.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
77.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
77.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
76.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
76.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
75.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
73.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
71.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
69.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
67.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
66.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
65.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
64.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
64.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
63.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
63.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
63.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
62.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
61.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
59.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
58.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
54.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
53.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
53.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
52.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
52.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
51.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
51.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
49.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
48.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
48.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
47.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
47.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
47.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
47.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
46.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
46.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
45.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
45.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
41.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
40.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
39.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
39.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
38.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
37.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
36.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
36.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
36.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
36.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
35.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
35.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
33.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
33.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
31.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
31.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
31.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
30.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
29.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
28.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
28.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
27.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
27.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
26.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
26.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
25.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
23.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
22.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
20.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
16.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
13.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
10.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
LACTB2 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
81.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
350.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
297.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
270.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
243.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
228.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
206.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
189.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
188.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
183.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
174.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
172.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
172.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
169.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
168.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
164.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
164.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
163.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
160.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
159.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
155.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
154.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
153.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
152.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
152.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
151.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
148.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
147.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
145.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
145.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
144.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
142.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
142.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
140.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
140.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
138.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
138.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
137.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
136.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
134.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
134.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
132.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
132.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
131.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
131.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
130.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
129.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
128.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
127.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
125.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
125.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
124.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
124.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
124.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
123.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
122.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
120.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
120.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
119.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
119.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
119.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
118.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
118.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
117.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
116.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
116.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
114.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
114.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
113.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
112.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
112.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
112.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
111.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
110.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
110.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
108.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
108.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
107.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
105.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
105.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
105.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
104.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
103.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
101.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
101.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
101.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
100.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
99.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
98.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
98.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
98.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
97.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
96.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
96.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
95.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
94.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
94.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
94.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
93.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
93.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
92.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
92.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
91.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
91.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
90.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
90.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
90.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
89.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
89.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
88.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
87.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
87.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
86.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
86.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
85.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
84.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
83.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
83.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
83.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
83.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
82.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
82.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
82.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
82.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
81.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
81.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
81.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
81.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
80.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
80.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
80.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
79.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
78.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
78.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
77.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
77.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
76.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
76.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
76.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
75.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
75.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
75.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
75.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
74.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
74.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
73.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
73.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
73.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
73.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
73.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
72.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
72.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
71.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
70.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
69.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
69.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
68.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
68.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
68.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
68.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
67.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
67.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
67.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
66.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
65.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
65.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
64.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
64.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
63.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
63.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
62.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
62.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
62.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
62.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
61.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
61.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
60.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
60.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
60.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
59.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
59.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
59.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
59.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
59.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
58.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
58.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
58.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
57.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
56.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
55.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
55.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
54.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
54.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
53.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
52.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
52.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
51.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
51.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
50.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
49.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
48.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
48.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
48.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
48.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
48.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
47.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
46.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
46.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
45.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
45.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
45.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
43.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
43.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
42.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
42.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
42.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
41.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
39.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
38.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
38.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
37.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
37.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
37.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
37.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
36.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
36.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
36.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
36.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
34.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
34.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
34.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
33.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
33.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
33.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
33.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
33.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
32.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
32.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
32.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
30.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
30.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
29.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
29.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
27.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
26.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
26.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
25.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
25.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
25.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
25.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
24.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
24.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
23.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
23.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
23.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
23.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
22.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
22.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
20.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
19.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
19.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
17.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
16.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
15.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
13.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
10.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
5.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
1.5
CPT0088780001
Normal
1.3
CPT0092740003
Normal
0.9
CPT0000890001
Normal
0.9
CPT0078840001
Normal
0.8
CPT0026420001
Normal
0.8
CPT0025610001
Normal
0.8
CPT0012090003
Normal
0.8
CPT0013790003
Normal
0.8
CPT0000790001
Normal
0.8
CPT0012570003
Normal
0.8
CPT0009080003
Normal
0.8
CPT0077140001
Normal
0.7
CPT0010170001
Normal
0.7
CPT0025060001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0088500001
Normal
0.7
CPT0088920001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0012770003
Normal
0.7
CPT0092800003
Normal
0.7
CPT0087050003
Normal
0.6
CPT0007870001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0065450001
Normal
0.6
CPT0007470001
Normal
0.6
CPT0066430001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0023360001
Normal
0.6
CPT0018250001
Normal
0.6
CPT0017450001
Normal
0.6
CPT0078530001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0078800003
Tumor
0.6
CPT0088710001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0014450004
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0023710001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0079000001
Normal
0.5
CPT0023350003
Tumor
0.5
CPT0020020001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0082010001
Normal
0.5
CPT0024680001
Normal
0.5
CPT0064400001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0086950003
Tumor
0.4
CPT0081620001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0078940001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0020130001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0069010001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0002270011
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0001270001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0010120001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0025920001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0001510001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0001500009
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0077110003
Tumor
-0.3
CPT0001230001
Normal
-0.3
CPT0000780007
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0069190001
Normal
-0.4
CPT0025170003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0026410003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0006440003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0079410003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0069000003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0011410003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0025110003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0092160003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0078660003
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0063320003
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0088630003
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0075720003
Tumor
-0.7
CPT0065810003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0092290003
Tumor
-0.7
CPT0079380003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0079510001
Normal
-0.7
CPT0078930003
Tumor
-0.7
CPT0079300001
Normal
-0.7
CPT0066470004
Tumor
-0.7
CPT0077310003
Tumor
-0.7
CPT0012640003
Normal
-0.8
CPT0075560003
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0012370003
Tumor
-0.8
CPT0023690003
Tumor
-0.9
CPT0007860003
Tumor
-0.9
CPT0021240003
Tumor
-0.9
CPT0077490003
Tumor
-0.9
CPT0009000003
Tumor
-0.9
CPT0086030003
Tumor
-0.9
CPT0066480003
Tumor
-0.9
CPT0025580004
Tumor
-1.0
CPT0088690003
Tumor
-1.0
CPT0017410003
Tumor
-1.0
CPT0065870003
Tumor
-1.0
CPT0012080003
Tumor
-1.0
CPT0006630003
Tumor
-1.0
CPT0081990003
Tumor
-1.1
CPT0065930003
Tumor
-1.1
CPT0025290003
Tumor
-1.1
CPT0081600003
Tumor
-1.1
CPT0079230003
Tumor
-1.1
CPT0085670003
Tumor
-1.1
CPT0025350003
Tumor
-1.1
CPT0014370004
Tumor
-1.1
CPT0000640003
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0065690003
Tumor
-1.1
CPT0010160003
Tumor
-1.1
CPT0063630003
Tumor
-1.2
CPT0076330003
Tumor
-1.2
CPT0012180003
Tumor
-1.2
CPT0088760003
Tumor
-1.2
CPT0001340003
Tumor
-1.3
CPT0092730003
Tumor
-1.3
CPT0088550004
Tumor
-1.4
CPT0069160003
Tumor
-1.5
CPT0078990003
Tumor
-1.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
