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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.
SGPP2 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
27.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
101.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
94.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
78.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
74.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
71.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
52.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
51.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
48.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
47.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
46.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
45.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
44.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
42.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
42.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
40.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
38.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
37.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
37.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
37.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
35.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
32.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
31.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
30.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
28.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
25.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
25.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
23.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
23.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
23.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
22.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
21.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
20.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
19.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
18.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
14.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
6.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
SGPP2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
93.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
90.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
82.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
81.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
69.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
68.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
68.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
64.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
62.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
59.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
55.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
55.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
55.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
54.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
53.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
53.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
51.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
50.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
50.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
48.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
47.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
47.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
47.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
46.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
45.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
45.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
45.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
44.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
43.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
43.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
43.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
43.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
42.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
42.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
42.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
41.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
41.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
41.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
40.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
39.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
39.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
39.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
39.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
39.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
38.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
38.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
38.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
38.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
38.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
38.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
38.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
38.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
38.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
37.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
37.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
37.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
37.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
37.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
37.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
37.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
37.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
37.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
36.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
36.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
35.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
34.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
34.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
34.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
34.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
34.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
34.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
34.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
34.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
34.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
34.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
33.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
33.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
33.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
33.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
33.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
32.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
32.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
32.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
32.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
31.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
31.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
31.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
31.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
31.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
31.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
31.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
31.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
31.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
31.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
30.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
30.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
30.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
30.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
30.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
30.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
30.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
30.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
30.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
30.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
30.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
29.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
29.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
29.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
29.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
29.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
29.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
29.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
29.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
29.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
28.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
28.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
28.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
28.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
28.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
28.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
28.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
28.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
28.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
28.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
28.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
28.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
28.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
27.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
27.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
27.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
27.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
27.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
27.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
27.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
27.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
26.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
26.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
26.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
26.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
26.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
26.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
26.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
26.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
26.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
25.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
25.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
25.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
25.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
25.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
25.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
25.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
25.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
24.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
24.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
24.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
24.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
24.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
24.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
24.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
24.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
24.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
24.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
23.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
23.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
23.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
23.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
23.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
23.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
23.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
23.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
23.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
23.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
22.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
22.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
22.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
22.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
22.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
22.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
22.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
22.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
22.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
21.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
21.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
21.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
21.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
21.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
21.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
20.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
20.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
20.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
20.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
20.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
20.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
20.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
19.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
19.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
19.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
19.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
19.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
19.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
18.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
18.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
18.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
17.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
17.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
17.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
17.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
17.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
16.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
15.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
15.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
14.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
14.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
14.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
13.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
12.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
12.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
10.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
9.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
7.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
7.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
7.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
5.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
4.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
3.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
3.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
3.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
3.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 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.
SGPP2 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
27.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
70.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
59.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
54.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
52.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
51.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
50.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
48.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
46.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
45.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
45.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
43.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
42.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
39.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
39.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
37.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
37.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
36.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
36.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
36.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
35.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
35.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
35.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
34.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
34.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
33.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
33.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
31.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
31.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
31.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
29.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
29.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
29.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
27.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
27.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
27.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
26.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
26.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
26.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
26.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
24.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
24.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
24.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
23.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
23.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
23.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
22.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
21.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
21.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
21.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
21.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
20.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
17.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
13.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
6.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
SGPP2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
123.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
100.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
99.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
99.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
91.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
87.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
86.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
81.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
79.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
78.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
76.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
75.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
74.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
74.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
73.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
69.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
66.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
65.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
65.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
65.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
64.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
63.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
63.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
60.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
60.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
60.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
59.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
59.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
59.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
59.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
57.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
57.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
57.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
56.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
55.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
54.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
54.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
53.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
52.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
52.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
52.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
52.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
51.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
50.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
50.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
49.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
49.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
49.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
49.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
49.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
49.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
48.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
48.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
47.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
47.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
46.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
46.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
46.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
45.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
45.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
45.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
44.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
44.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
44.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
43.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
43.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
43.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
42.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
42.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
42.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
42.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
41.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
41.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
41.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
41.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
40.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
40.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
39.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
39.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
39.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
39.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
38.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
38.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
38.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
38.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
37.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
37.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
37.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
37.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
37.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
36.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
36.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
36.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
36.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
36.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
36.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
35.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
35.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
35.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
34.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
34.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
34.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
34.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
33.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
33.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
33.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
33.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
32.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
32.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
32.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
31.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
30.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
30.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
30.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
30.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
29.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
29.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
29.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
28.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
28.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
27.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
27.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
27.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
27.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
27.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
27.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
27.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
27.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
26.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
25.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
24.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
24.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
23.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
23.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
23.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
23.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
22.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
22.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
22.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
22.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
22.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
22.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
21.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
21.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
21.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
21.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
20.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
20.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
20.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
20.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
20.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
19.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
19.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
19.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
19.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
19.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
18.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
18.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
18.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
18.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
18.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
18.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
18.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
17.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
15.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
11.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
10.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
