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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.
SERPINI1 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
57.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
156.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
151.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
132.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
117.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
115.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
112.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
109.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
103.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
102.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
101.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
98.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
97.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
95.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
95.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
94.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
86.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
86.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
83.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
73.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
72.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
71.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
71.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
70.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
69.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
68.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
67.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
67.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
67.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
65.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
62.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
60.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
56.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
56.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
55.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
53.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
47.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
44.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
44.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
37.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
36.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
27.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
25.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
23.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
22.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
21.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
21.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
18.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
18.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
16.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
8.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
5.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SERPINI1 is validated 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
24.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
196.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
184.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
151.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
116.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
82.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
77.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
74.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
72.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
71.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
71.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
69.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
68.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
65.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
64.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
63.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
62.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
62.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
61.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
59.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
58.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
58.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
58.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
57.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
56.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
56.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
56.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
55.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
54.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
52.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
51.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
51.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
50.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
50.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
49.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
49.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
49.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
48.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
48.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
48.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
48.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
48.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
46.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
46.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
46.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
46.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
46.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
45.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
45.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
45.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
44.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
44.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
44.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
44.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
44.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
43.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
43.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
43.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
43.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
42.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
42.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
42.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
42.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
41.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
41.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
41.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
41.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
41.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
41.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
40.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
40.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
39.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
39.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
39.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
39.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
38.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
38.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
38.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
38.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
38.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
38.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
38.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
38.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
37.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
37.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
36.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
36.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
36.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
36.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
36.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
36.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
35.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
35.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
35.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
35.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
35.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
35.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
35.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
35.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
35.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
35.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
34.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
34.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
34.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
34.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
34.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
34.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
34.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
33.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
32.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
32.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
32.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
32.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
31.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
31.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
31.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
31.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
31.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
31.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
31.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
31.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
30.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
30.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
30.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
30.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
29.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
29.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
29.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
29.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
29.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
28.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
28.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
28.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
28.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
28.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
28.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
28.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
27.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
27.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
27.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
27.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
27.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
27.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
27.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
27.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
27.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
26.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
26.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
26.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
26.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
26.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
26.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
26.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
26.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
26.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
26.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
25.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
25.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
25.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
25.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
25.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
25.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
25.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
25.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
25.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
24.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
24.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
24.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
24.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
24.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
24.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
24.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
24.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
24.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
23.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
23.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
23.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
23.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
23.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
23.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
22.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
22.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
22.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
22.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
22.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
22.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
22.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
21.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
21.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
21.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
21.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
21.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
21.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
20.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
20.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
19.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
19.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
19.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
19.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
19.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
18.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
18.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
18.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
18.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
18.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
18.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
18.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
18.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
18.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
17.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
17.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
17.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
17.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
16.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
16.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
16.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
16.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
16.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
16.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
15.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
15.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
15.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
14.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
14.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
13.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
13.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
13.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
12.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
11.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
11.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
10.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
9.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
9.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
9.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
8.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
8.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
7.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
7.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
7.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
7.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
7.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
6.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
6.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
6.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
6.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
6.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
5.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
4.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
4.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
4.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
4.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
3.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
3.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
3.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
3.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.1
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.
SERPINI1 is validated prognostic, high expression is favorable 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
27.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
97.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
96.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
95.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
84.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
77.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
65.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
64.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
63.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
59.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
57.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
56.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
53.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
51.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
47.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
45.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
42.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
40.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
39.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
38.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
38.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
38.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
37.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
37.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
36.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
36.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
36.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
35.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
33.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
32.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
30.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
27.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
25.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
24.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
23.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
23.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
21.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
20.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
20.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
19.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
17.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
16.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
15.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
14.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
14.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
11.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
11.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
10.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
10.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
7.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
7.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
6.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
5.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
4.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
4.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
4.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
SERPINI1 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
6.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
91.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
74.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
49.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
45.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
44.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
44.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
43.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
43.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
37.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
30.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
29.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
28.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
24.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
23.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
23.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
21.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
18.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
18.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
18.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
13.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
13.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
10.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
10.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
8.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
8.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
8.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
8.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
8.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
7.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
7.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
7.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
7.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
7.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
7.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
6.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
6.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
6.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
6.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
5.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
5.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
5.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
5.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
5.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
5.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
5.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
5.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
5.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
4.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
4.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
4.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
4.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
4.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
4.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
4.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
4.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
4.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
4.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
4.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
4.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
4.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
4.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
4.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
4.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
3.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
3.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
3.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
3.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
3.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
3.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
3.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
3.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
3.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
3.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
3.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
3.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
3.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
3.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
3.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
3.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
3.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
3.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
3.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
3.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
3.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
3.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
3.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
3.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
3.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
3.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
3.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
3.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
3.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
3.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
3.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
3.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
3.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
3.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
3.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
3.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
3.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
3.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
3.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
3.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
2.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
2.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
2.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
2.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
2.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
2.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
2.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
2.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
2.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
2.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
2.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
2.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
2.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
2.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
2.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
2.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
2.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
2.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
2.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
2.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
0.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
2.2
CPT0078660003
Tumor
1.8
CPT0026420001
Normal
1.2
CPT0001340003
Tumor
1.0
CPT0000640003
Tumor
0.9
CPT0076350001
Normal
0.8
CPT0014160003
Tumor
0.7
CPT0001350001
Normal
0.7
CPT0012290003
Normal
0.6
CPT0017450001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0023360001
Normal
0.5
CPT0069160003
Tumor
0.5
CPT0092800003
Normal
0.5
CPT0075170001
Normal
0.5
CPT0010170001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0001260009
Tumor
0.4
CPT0079430001
Normal
0.4
CPT0021240003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0077140001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0086970003
Normal
0.4
CPT0018250001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0026410003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0000890001
Normal
0.3
CPT0025290003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0092740003
Normal
0.3
CPT0088780001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0025110003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0001190001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0009000003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0020020001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0077310003
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0000790001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0076330003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0006730001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0078840001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0078510003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0000660001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0077110003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0006900003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0088550004
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0079230003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0019130003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0088760003
Tumor
-0.3
CPT0089480003
Normal
-0.3
CPT0069000003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0012370003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0006950001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0063320003
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0025920001
Normal
-0.4
CPT0066480003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0065930003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0092160003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0012550003
Tumor
-0.5
CPT0069010001
Normal
-0.5
CPT0088900003
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0064370003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0010160003
Tumor
-0.6
CPT0078800003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0010110003
Tumor
-0.6
CPT0011410003
Tumor
-0.6
CPT0084560003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0023350003
Tumor
-0.6
CPT0088640003
Normal
-0.7
CPT0086950003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0012900004
Tumor
-0.7
CPT0078930003
Tumor
-0.8
CPT0001230001
Normal
-0.8
CPT0001180009
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0088970003
Tumor
-1.2
CPT0001500009
Tumor
-1.5
CPT0086360003
Tumor
-1.8
CPT0092790003
Tumor
-2.0
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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
