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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.
IGFBP3 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
82.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
299.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
267.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
258.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
227.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
205.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
196.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
184.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
169.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
165.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
163.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
158.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
149.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
140.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
140.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
136.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
133.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
127.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
122.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
110.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
102.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
102.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
101.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
101.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
87.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
84.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
80.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
79.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
77.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
64.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
62.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
59.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
59.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
56.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
55.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
53.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
48.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
45.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
41.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
39.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
39.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
35.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
33.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
32.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
30.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
29.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
26.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
24.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
21.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
18.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
18.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
18.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
17.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
15.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
7.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
5.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 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.
IGFBP3 is not prognostic 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
1315.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7567.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
7259.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
6588.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
5422.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5200.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4900.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
4869.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4532.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4238.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4222.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
4207.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
4172.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
4139.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
4030.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3805.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
3793.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
3735.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
3720.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
3668.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
3568.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3525.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
3467.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
3326.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
3315.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
3314.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
3303.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
3275.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
3265.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
3215.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
3169.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
3151.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
3075.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
3054.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3041.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
3028.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
2920.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2910.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
2901.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2752.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2695.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2633.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
2632.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2618.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2613.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
2553.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
2537.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
2480.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
2469.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
2452.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2444.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2444.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
2422.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
2405.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
2398.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
2387.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2363.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
2350.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
2349.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2314.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2311.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2309.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
2291.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
2290.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
2290.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2245.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
2240.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
2233.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
2222.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
2199.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
2197.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
2194.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2164.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2155.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
2153.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
2141.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
2140.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
2132.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2114.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
2106.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
2100.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
2088.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
2077.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2044.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2039.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
2022.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1995.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1974.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1957.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1953.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1951.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1930.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1929.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1926.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1924.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1919.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1919.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1917.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1909.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1900.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1887.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1887.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1883.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
1880.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1879.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1878.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1876.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1861.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1857.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1838.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1837.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1831.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1827.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1812.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1803.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1792.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1791.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1788.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1779.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1753.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1746.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1738.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1736.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1734.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1733.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1720.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1720.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1709.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1709.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1707.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1706.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1688.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1686.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1686.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1674.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1669.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1665.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1656.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1649.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1649.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1648.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1644.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1641.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1632.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1623.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1622.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1605.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1605.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1598.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1598.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1595.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1593.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1581.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1578.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1559.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1555.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1553.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1546.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1539.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1537.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1530.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1528.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1527.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1522.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1509.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1499.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1493.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1490.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1479.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1475.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1475.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1462.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1460.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1459.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1458.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1444.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1443.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1435.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1434.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1432.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1423.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1423.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1413.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1410.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1397.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1392.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1382.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1381.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1374.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1370.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1357.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1351.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1349.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1344.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1338.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1337.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1334.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1331.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1330.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1327.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1326.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1322.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1320.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1318.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1312.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1311.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1310.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1310.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1306.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1302.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1296.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1292.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1291.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1280.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1280.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1277.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1272.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1270.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1260.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1257.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1243.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1241.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1240.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1236.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1235.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1234.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1226.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1225.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1223.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1220.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1219.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1217.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1213.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1204.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1200.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1199.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1198.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1197.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1196.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1195.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1195.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1194.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1192.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1190.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1185.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1182.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1177.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1177.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1175.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1174.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1168.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1167.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1157.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1157.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1157.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1151.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1149.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1139.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1138.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1138.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1137.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1132.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1119.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1119.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1118.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1117.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1115.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1112.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1103.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1103.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
1103.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1097.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1091.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1086.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1084.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1080.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1077.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1071.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1062.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1056.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1053.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1053.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1052.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1049.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1047.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1042.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1041.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1032.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1025.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1012.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
991.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
989.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
988.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
987.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
986.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
984.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
982.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
980.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
979.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
976.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
975.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
971.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
966.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
964.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
964.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
961.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
956.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
954.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
949.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
948.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
946.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
939.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
936.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
935.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
926.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
924.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
917.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
916.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
912.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
912.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
907.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
904.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
904.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
903.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
903.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
899.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
898.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
893.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
890.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
886.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
885.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
884.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
873.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
867.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
864.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
854.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
852.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
850.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
849.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
846.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
842.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
839.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
839.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
839.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
838.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
830.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
827.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
825.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
822.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
821.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
820.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
818.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
817.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
817.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
813.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
802.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
789.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
787.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
787.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
783.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
773.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
771.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
769.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
769.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
767.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
763.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
763.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
760.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
758.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
756.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
756.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
755.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
754.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
753.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
749.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
744.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
743.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
739.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
737.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
736.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
732.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
724.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
714.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
713.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
711.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
710.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
707.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
701.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
686.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
685.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
681.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
675.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
674.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
670.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
660.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
654.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
645.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
645.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
638.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
636.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
634.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
631.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
624.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
623.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
614.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
613.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
610.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
608.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
607.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
601.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
593.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
589.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
588.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
584.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
578.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
570.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
566.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
560.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
559.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
556.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
555.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
549.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
548.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
547.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
540.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
537.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
536.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
526.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
522.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
518.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
507.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
506.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
503.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
490.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
489.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
484.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
482.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
481.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
474.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
469.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
467.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
465.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
464.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
459.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
459.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
454.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
451.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
442.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
435.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
434.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
428.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
425.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
421.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
412.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
406.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
400.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
400.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
393.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
391.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
383.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
377.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
376.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
368.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
362.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
353.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
352.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
351.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
351.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
341.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
319.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
314.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
308.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
308.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
306.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
303.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
302.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
299.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
279.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
278.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
261.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
221.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
218.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
210.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
205.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
182.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
181.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
180.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
173.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
160.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
146.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
140.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
138.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
130.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
119.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
118.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
117.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
117.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
115.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
106.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
104.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
102.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
94.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
91.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
65.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
64.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
59.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
57.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
53.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
49.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
47.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
44.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
43.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
37.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
30.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
25.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
20.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
20.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
IGFBP3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1517.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
5600.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
5487.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
4355.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
4331.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
4000.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
3668.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
3500.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3429.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
3313.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
3264.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
3086.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
3016.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
2989.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
2854.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
2545.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
2490.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2415.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
2405.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
2391.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
2196.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
2191.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
2081.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2069.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1999.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1926.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1897.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1861.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1760.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1731.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1715.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1682.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1666.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1605.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1541.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1534.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1533.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1527.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1524.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1509.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1489.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1424.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1399.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1354.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1351.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1350.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1337.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1333.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1258.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1253.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1236.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1230.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1208.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1195.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1161.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1160.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1150.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1131.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1120.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1110.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1100.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1068.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1062.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1039.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
978.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
967.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
945.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
936.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
904.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
879.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
864.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
852.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
844.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
840.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
808.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
787.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
785.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
772.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
742.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
735.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
721.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
674.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
630.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
623.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
602.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
508.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
470.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
436.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
426.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
424.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
365.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
363.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
360.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
351.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
302.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
183.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
170.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
148.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
49.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
30.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
IGFBP3 is potential prognostic, high expression is unfavorable 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
284.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
7005.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4973.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
4632.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4385.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2981.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2963.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2398.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1730.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1693.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1658.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1284.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
1190.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1182.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1081.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1070.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1029.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
903.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
825.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
799.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
799.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
746.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
725.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
646.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
637.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
603.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
580.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
579.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
536.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
526.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
509.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
496.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
488.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
485.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
479.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
472.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
452.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
442.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
437.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
428.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
418.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
378.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
378.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
367.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
363.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
359.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
358.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
356.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
335.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
332.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
332.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
330.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
327.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
315.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
314.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
303.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
302.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
297.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
287.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
274.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
273.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
263.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
262.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
259.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
258.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
257.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
257.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
255.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
255.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
253.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
248.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
242.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
234.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
234.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
230.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
229.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
228.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
224.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
219.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
211.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
210.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
207.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
204.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
193.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
191.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
184.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
179.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
175.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
174.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
164.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
161.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
159.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
157.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
157.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
154.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
154.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
150.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
147.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
146.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
145.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
144.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
143.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
142.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
140.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
139.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
136.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
135.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
134.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
134.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
133.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
131.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
129.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
126.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
124.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
123.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
123.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
123.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
121.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
118.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
114.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
112.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
112.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
110.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
109.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
108.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
106.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
104.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
102.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
100.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
97.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
95.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
94.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
92.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
91.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
91.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
91.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
87.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
87.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
87.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
86.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
86.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
86.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
86.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
84.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
84.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
84.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
84.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
84.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
82.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
81.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
80.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
80.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
79.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
77.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
77.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
76.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
75.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
74.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
73.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
73.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
73.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
72.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
72.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
71.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
68.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
68.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
67.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
66.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
66.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
60.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
59.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
59.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
59.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
58.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
58.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
58.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
58.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
58.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
57.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
56.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
55.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
53.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
52.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
51.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
51.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
50.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
49.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
48.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
48.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
47.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
47.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
47.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
47.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
47.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
46.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
45.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
44.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
43.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
43.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
43.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
43.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
42.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
40.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
39.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
39.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
39.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
37.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
36.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
36.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
36.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
35.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
34.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
33.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
33.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
32.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
32.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
31.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
31.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
31.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
29.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
29.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
29.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
28.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
27.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
27.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
26.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
26.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
25.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
25.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
24.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
23.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
23.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
23.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
22.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
22.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
20.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
20.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
18.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
17.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
16.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
15.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
13.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
12.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
11.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
3.0
CPT0063630003
Tumor
2.5
CPT0084560003
Tumor
2.3
CPT0000640003
Tumor
2.1
CPT0085670003
Tumor
2.0
CPT0001260009
Tumor
1.9
CPT0069000003
Tumor
1.6
CPT0012180003
Tumor
1.6
CPT0001340003
Tumor
1.3
CPT0002350011
Tumor
1.2
CPT0014160003
Tumor
1.2
CPT0017410003
Tumor
1.1
CPT0081600003
Tumor
1.1
CPT0001220008
Tumor
1.0
CPT0086950003
Tumor
1.0
CPT0025110003
Tumor
1.0
CPT0015910003
Tumor
0.9
CPT0088690003
Tumor
0.9
CPT0065430003
Tumor
0.8
CPT0075130003
Tumor
0.8
CPT0081990003
Tumor
0.8
CPT0066480003
Tumor
0.8
CPT0071150004
Tumor
0.7
CPT0014370004
Tumor
0.7
CPT0088630003
Tumor
0.7
CPT0063320003
Tumor
0.7
CPT0075560003
Tumor
0.7
CPT0025290003
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0023350003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0011410003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0025880003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0086870003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0065690003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0092160003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0012670003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0086030003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0079230003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0078930003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0088640003
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0084590001
Normal
-0.4
CPT0086360003
Tumor
-0.4
CPT0069010001
Normal
-0.4
CPT0079480003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0076350001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0087050003
Normal
-0.5
CPT0001500009
Tumor
-0.5
CPT0012770003
Normal
-0.5
CPT0088710001
Normal
-0.5
CPT0092730003
Tumor
-0.5
CPT0010120001
Normal
-0.5
CPT0078840001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0088480003
Tumor
-0.6
CPT0012290003
Normal
-0.6
CPT0081620001
Normal
-0.6
CPT0017850003
Tumor
-0.6
CPT0078530001
Normal
-0.6
CPT0086890003
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0065810003
Tumor
-0.6
CPT0001550001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0014470001
Normal
-0.6
CPT0086370003
Normal
-0.7
CPT0075170001
Normal
-0.7
CPT0077320001
Normal
-0.7
CPT0024680001
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0065450001
Normal
-0.7
CPT0006950001
Normal
-0.7
CPT0092190003
Normal
-0.7
CPT0088920001
Normal
-0.7
CPT0018250001
Normal
-0.8
CPT0009020003
Normal
-0.8
CPT0066430001
Normal
-0.8
CPT0002370001
Normal
-0.8
CPT0020130001
Normal
-0.8
CPT0079300001
Normal
-0.8
CPT0092800003
Normal
-0.8
CPT0063640001
Normal
-0.8
CPT0025920001
Normal
-0.8
CPT0078940001
Normal
-0.8
CPT0075570001
Normal
-0.8
CPT0079000001
Normal
-0.8
CPT0015730003
Tumor
-0.8
CPT0013790003
Normal
-0.8
CPT0000890001
Normal
-0.8
CPT0023360001
Normal
-0.8
CPT0014350001
Normal
-0.9
CPT0001350001
Normal
-0.9
CPT0006530001
Normal
-0.9
CPT0019160001
Normal
-0.9
CPT0012090003
Normal
-0.9
CPT0001510001
Normal
-0.9
CPT0082010001
Normal
-0.9
CPT0000660001
Normal
-0.9
CPT0088570001
Normal
-0.9
CPT0088500001
Normal
-0.9
CPT0006730001
Normal
-0.9
CPT0001230001
Normal
-0.9
CPT0001270001
Normal
-0.9
CPT0001190001
Normal
-0.9
CPT0092310003
Normal
-0.9
CPT0077500001
Normal
-0.9
CPT0064400001
Normal
-0.9
CPT0078990003
Tumor
-1.0
CPT0012640003
Normal
-1.0
CPT0089040001
Normal
-1.0
CPT0006630003
Tumor
-1.0
CPT0012920003
Normal
-1.0
CPT0065820001
Normal
-1.0
CPT0092740003
Normal
-1.0
CPT0009080003
Normal
-1.1
CPT0010170001
Normal
-1.1
CPT0025610001
Normal
-1.1
CPT0014130001
Normal
-1.1
CPT0079430001
Normal
-1.1
CPT0023710001
Normal
-1.1
CPT0079180003
Tumor
-1.2
CPT0025060001
Normal
-1.2
CPT0002270011
Tumor
-1.3
CPT0017450001
Normal
-1.4
CPT0078660003
Tumor
-1.4
CPT0069190001
Normal
-1.5
CPT0088970003
Tumor
-1.7
CPT0078800003
Tumor
-1.8
CPT0088550004
Tumor
-1.8
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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
