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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.
SAA2 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
2.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
23.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
3.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
3.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
3.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
SAA2 is validated prognostic, high expression is unfavorable 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
59.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8162.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2119.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1914.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1721.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1105.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1053.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1038.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
932.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
920.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
825.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
747.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
714.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
518.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
503.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
444.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
406.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
368.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
324.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
305.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
288.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
245.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
241.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
227.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
211.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
198.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
186.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
177.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
177.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
157.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
149.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
146.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
134.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
119.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
118.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
114.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
110.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
109.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
104.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
103.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
97.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
94.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
92.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
87.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
82.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
78.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
74.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
72.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
69.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
68.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
65.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
64.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
56.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
55.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
55.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
52.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
51.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
50.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
47.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
47.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
45.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
44.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
43.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
43.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
42.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
42.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
40.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
40.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
40.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
39.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
39.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
35.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
33.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
32.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
31.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
31.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
31.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
29.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
28.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
26.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
26.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
25.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
22.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
22.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
22.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
21.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
20.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
16.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
10.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
9.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
8.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
8.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
7.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
6.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
6.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
6.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
5.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
5.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
5.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
5.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
5.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
4.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
4.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
4.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
4.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
4.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
4.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
4.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
4.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
3.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
3.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
3.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
3.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
3.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
3.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
3.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
3.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
3.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
3.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
3.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
3.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
3.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
3.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
3.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
3.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
3.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
3.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
2.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
2.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
2.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
2.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
2.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
2.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
2.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
2.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
2.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
2.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
2.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
2.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
2.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
2.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
0.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
0.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
0.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
0.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
0.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
0.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
0.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
0.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
0.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
0.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
0.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
0.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
0.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
0.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
0.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
0.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
0.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
0.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
0.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
0.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
0.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
0.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
0.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
0.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
0.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
0.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
0.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
0.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
0.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
0.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
0.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
0.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
0.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
0.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
0.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
0.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
0.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
0.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
0.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
0.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
0.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
0.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
0.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
0.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
0.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
0.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
0.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
0.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
0.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
0.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
0.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
0.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
0.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
0.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
0.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
0.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
0.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
0.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
0.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
0.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
0.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
0.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
0.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
0.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
0.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
0.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
0.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
0.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
0.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
0.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
0.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
0.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
0.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
0.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
0.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
0.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
0.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
0.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
0.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
0.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
0.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
0.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
0.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
0.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
0.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
0.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
0.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
0.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
0.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
0.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
0.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
0.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
0.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
0.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
0.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
0.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
0.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
0.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
0.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
0.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
0.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
0.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
0.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
0.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
0.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
0.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
0.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
0.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
0.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
0.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
0.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
0.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
0.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
0.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
0.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
0.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
0.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
0.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
0.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
0.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
0.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
0.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
0.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
0.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
0.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
0.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
0.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
0.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
0.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
0.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
0.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
0.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
0.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
0.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
0.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
0.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
0.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
0.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
0.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
0.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
0.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
0.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
0.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
0.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
0.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
0.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
0.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
0.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
0.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
0.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
0.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
0.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
0.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
0.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
0.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
0.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
0.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
0.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
0.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
0.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
0.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
0.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
0.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
0.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
0.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
0.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
0.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
0.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
0.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
0.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
0.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
0.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
0.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
0.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
0.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
0.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
0.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
0.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
0.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
0.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
0.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
0.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
0.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
0.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
0.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
0.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
0.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
0.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
0.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
0.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
0.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
0.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
0.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
0.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
0.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
0.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
0.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
0.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
0.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
0.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
0.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
0.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
0.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
0.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
0.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
0.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
0.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
0.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
0.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
0.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
0.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
0.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
0.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
0.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
0.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
0.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
0.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
0.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
0.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
0.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
0.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
0.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
0.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
0.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
0.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
0.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
0.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
0.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
0.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 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.
SAA2 is validated prognostic, high expression is unfavorable 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
108.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
6183.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1226.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
801.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
330.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
322.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
315.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
283.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
278.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
202.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
159.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
114.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
75.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
68.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
59.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
51.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
22.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
13.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
11.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
11.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
9.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
5.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
5.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
4.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
4.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
4.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
4.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
3.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
3.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
3.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
2.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
2.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
2.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
2.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
2.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
2.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
2.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
2.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
0.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
0.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
0.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
0.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
0.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
0.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
0.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
0.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
0.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
0.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
0.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
0.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
0.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
0.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
0.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
0.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
0.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
0.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
0.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
0.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
0.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
0.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
0.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
0.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
0.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
0.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
0.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
0.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
0.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
0.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
0.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
0.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
0.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
0.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
0.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
0.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
0.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
0.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
0.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
0.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
0.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 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.
SAA2 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
37.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1140.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
826.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
704.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
699.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
502.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
502.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
381.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
372.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
316.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
286.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
260.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
225.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
215.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
177.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
173.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
152.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
148.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
129.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
126.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
118.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
111.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
106.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
106.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
92.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
90.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
86.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
82.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
81.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
77.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
74.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
66.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
65.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
63.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
63.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
62.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
57.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
52.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
51.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
49.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
47.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
47.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
46.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
42.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
42.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
41.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
39.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
36.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
36.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
34.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
33.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
31.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
30.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
27.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
27.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
24.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
24.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
19.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
18.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
13.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
13.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
13.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
12.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
11.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
9.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
8.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
8.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
8.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
7.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
7.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
7.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
6.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
5.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
5.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
5.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
5.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
5.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
4.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
4.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
4.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
4.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
3.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
3.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
3.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
3.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
3.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
3.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
3.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
3.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
2.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
2.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
2.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
2.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
2.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
2.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
2.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
0.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
0.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
0.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
0.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
0.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
0.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
0.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
0.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
0.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
0.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
0.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
0.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
0.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
0.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
0.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 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-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 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
CPT0001350001
Normal
2.9
CPT0076350001
Normal
2.7
CPT0069190001
Normal
2.4
CPT0063320003
Tumor
2.3
CPT0081880003
Tumor
2.3
CPT0078530001
Normal
2.2
CPT0079430001
Normal
2.2
CPT0078510003
Tumor
2.2
CPT0001190001
Normal
2.1
CPT0075170001
Normal
2.1
CPT0069160003
Tumor
2.0
CPT0079410003
Tumor
2.0
CPT0017410003
Tumor
1.8
CPT0012090003
Normal
1.8
CPT0017450001
Normal
1.6
CPT0066480003
Tumor
1.5
CPT0076330003
Tumor
1.4
CPT0075130003
Tumor
1.4
CPT0075560003
Tumor
1.2
CPT0063330001
Normal
1.1
CPT0001340003
Tumor
1.0
CPT0001180009
Tumor
1.0
CPT0075570001
Normal
0.9
CPT0001550001
Normal
0.8
CPT0089020003
Tumor
0.6
CPT0077310003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0066520001
Normal
0.3
CPT0015810003
Tumor
0.3
CPT0079510001
Normal
0.2
CPT0006440003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0013790003
Normal
0.0
CPT0007860003
Tumor
-0.1
CPT0077320001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0006530001
Normal
-0.3
CPT0086870003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0015910003
Tumor
-0.4
CPT0087040003
Tumor
-0.4
CPT0020120003
Tumor
-0.5
CPT0065930003
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0001540009
Tumor
-0.8
CPT0025350003
Tumor
-0.8
CPT0018250001
Normal
-0.9
CPT0020130001
Normal
-0.9
CPT0077140001
Normal
-0.9
CPT0088920001
Normal
-0.9
CPT0088900003
Tumor
-1.0
CPT0012900004
Tumor
-1.0
CPT0025880003
Tumor
-1.0
CPT0078660003
Tumor
-1.0
CPT0012920003
Normal
-1.1
CPT0009020003
Normal
-1.1
CPT0009080003
Normal
-1.1
CPT0006630003
Tumor
-1.1
CPT0092740003
Normal
-1.1
CPT0082010001
Normal
-1.1
CPT0007870001
Normal
-1.2
CPT0012280003
Tumor
-1.2
CPT0023360001
Normal
-1.2
CPT0075720003
Tumor
-1.2
CPT0006730001
Normal
-1.2
CPT0009000003
Tumor
-1.2
CPT0001270001
Normal
-1.2
CPT0001260009
Tumor
-1.2
CPT0078670001
Normal
-1.3
CPT0087050003
Normal
-1.3
CPT0063630003
Tumor
-1.3
CPT0002270011
Tumor
-1.3
CPT0025920001
Normal
-1.4
CPT0002350011
Tumor
-1.4
CPT0088500001
Normal
-1.4
CPT0025110003
Tumor
-1.4
CPT0025290003
Tumor
-1.4
CPT0088480003
Tumor
-1.5
CPT0065690003
Tumor
-1.5
CPT0092190003
Normal
-1.5
CPT0021240003
Tumor
-1.5
CPT0084560003
Tumor
-1.6
CPT0071150004
Tumor
-1.6
CPT0012290003
Normal
-1.6
CPT0086970003
Normal
-1.6
CPT0017850003
Tumor
-1.6
CPT0011410003
Tumor
-1.8
CPT0077110003
Tumor
-1.8
CPT0000780007
Tumor
-1.8
CPT0079230003
Tumor
-1.8
CPT0009060003
Tumor
-1.8
CPT0001220008
Tumor
-1.9
CPT0092160003
Tumor
-1.9
CPT0065750003
Tumor
-2.0
CPT0025060001
Normal
-2.0
CPT0014160003
Tumor
-2.0
CPT0086950003
Tumor
-2.1
CPT0012640003
Normal
-2.1
CPT0026420001
Normal
-2.2
CPT0065430003
Tumor
-2.2
CPT0012670003
Tumor
-2.2
CPT0088710001
Normal
-2.2
CPT0063640001
Normal
-2.3
CPT0064370003
Tumor
-2.3
CPT0014130001
Normal
-2.4
CPT0079300001
Normal
-2.4
CPT0000790001
Normal
-2.4
CPT0011240003
Tumor
-2.5
CPT0000870016
Tumor
-2.5
CPT0012180003
Tumor
-2.5
CPT0088640003
Normal
-2.5
CPT0014470001
Normal
-2.5
CPT0000890001
Normal
-2.5
CPT0015730003
Tumor
-2.5
CPT0001230001
Normal
-2.6
CPT0077490003
Tumor
-2.6
CPT0065450001
Normal
-2.6
CPT0012550003
Tumor
-2.6
CPT0019990003
Tumor
-2.6
CPT0025050003
Tumor
-2.6
CPT0012770003
Normal
-2.6
CPT0086030003
Tumor
-2.6
CPT0066470004
Tumor
-2.7
CPT0001510001
Normal
-2.7
CPT0000640003
Tumor
-2.7
CPT0078830003
Tumor
-2.7
CPT0092290003
Tumor
-2.8
CPT0078840001
Normal
-2.8
CPT0012570003
Normal
-2.8
CPT0092310003
Normal
-2.8
CPT0023690003
Tumor
-2.8
CPT0079270003
Tumor
-2.9
CPT0066430001
Normal
-2.9
CPT0086820003
Tumor
-2.9
CPT0078930003
Tumor
-2.9
CPT0025230003
Tumor
-2.9
CPT0024680001
Normal
-2.9
CPT0086370003
Normal
-2.9
CPT0065870003
Tumor
-3.0
CPT0079180003
Tumor
-3.0
CPT0088630003
Tumor
-3.0
CPT0086360003
Tumor
-3.0
CPT0001500009
Tumor
-3.0
CPT0085670003
Tumor
-3.1
CPT0065810003
Tumor
-3.1
CPT0014450004
Tumor
-3.1
CPT0002370001
Normal
-3.1
CPT0086830003
Normal
-3.1
CPT0023710001
Normal
-3.2
CPT0088760003
Tumor
-3.2
CPT0025580004
Tumor
-3.2
CPT0020020001
Normal
-3.2
CPT0025610001
Normal
-3.2
CPT0010120001
Normal
-3.2
CPT0064400001
Normal
-3.2
CPT0065820001
Normal
-3.2
CPT0010160003
Tumor
-3.2
CPT0077500001
Normal
-3.3
CPT0007470001
Normal
-3.3
CPT0092790003
Tumor
-3.3
CPT0010110003
Tumor
-3.3
CPT0088570001
Normal
-3.3
CPT0078800003
Tumor
-3.3
CPT0024670003
Tumor
-3.3
CPT0019160001
Normal
-3.3
CPT0006900003
Tumor
-3.3
CPT0089460004
Tumor
-3.3
CPT0079380003
Tumor
-3.4
CPT0088690003
Tumor
-3.4
CPT0069010001
Normal
-3.4
CPT0078940001
Normal
-3.5
CPT0088970003
Tumor
-3.5
CPT0088780001
Normal
-3.5
CPT0019130003
Tumor
-3.5
CPT0079000001
Normal
-3.5
CPT0081620001
Normal
-3.5
CPT0010170001
Normal
-3.6
CPT0026410003
Tumor
-3.7
CPT0014370004
Tumor
-3.7
CPT0081600003
Tumor
-3.7
CPT0092800003
Normal
-3.7
CPT0000660001
Normal
-3.8
CPT0069000003
Tumor
-3.8
CPT0014350001
Normal
-3.9
CPT0089480003
Normal
-3.9
CPT0088550004
Tumor
-3.9
CPT0007320003
Tumor
-4.0
CPT0006950001
Normal
-4.1
CPT0078990003
Tumor
-4.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
