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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.
SNX5 is potential prognostic, high expression is unfavorable 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
24.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
80.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
55.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
51.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
51.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
49.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
46.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
41.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
40.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
38.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
37.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
36.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
36.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
35.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
35.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
34.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
34.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
31.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
30.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
29.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
29.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
28.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
28.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
27.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
26.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
25.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
25.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
24.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
24.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
23.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
23.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
22.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
18.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
16.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
13.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
12.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
SNX5 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
34.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
120.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
112.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
102.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
89.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
88.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
82.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
82.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
76.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
72.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
72.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
68.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
68.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
68.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
66.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
65.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
65.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
64.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
63.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
63.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
63.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
63.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
62.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
62.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
62.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
61.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
60.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
60.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
60.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
59.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
59.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
58.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
58.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
58.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
58.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
58.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
58.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
57.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
57.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
57.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
56.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
56.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
56.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
56.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
56.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
56.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
56.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
55.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
55.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
55.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
55.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
55.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
55.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
54.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
54.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
54.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
54.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
54.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
54.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
54.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
54.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
54.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
53.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
53.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
53.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
53.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
53.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
53.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
53.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
53.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
53.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
53.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
52.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
52.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
52.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
52.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
52.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
52.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
51.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
51.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
51.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
51.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
51.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
51.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
50.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
50.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
50.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
50.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
50.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
50.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
50.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
50.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
50.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
50.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
49.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
49.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
49.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
49.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
49.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
49.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
49.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
49.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
49.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
48.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
48.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
48.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
48.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
48.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
48.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
48.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
48.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
48.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
47.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
47.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
47.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
47.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
47.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
47.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
47.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
47.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
47.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
46.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
46.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
46.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
46.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
46.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
46.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
46.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
46.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
46.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
46.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
45.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
45.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
45.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
45.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
45.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
45.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
45.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
45.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
45.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
45.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
45.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
45.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
45.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
45.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
45.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
45.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
45.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
44.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
44.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
44.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
44.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
44.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
44.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
44.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
44.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
43.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
43.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
43.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
43.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
43.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
43.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
43.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
43.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
43.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
43.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
43.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
43.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
42.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
42.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
42.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
42.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
42.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
42.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
42.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
42.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
42.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
42.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
42.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
42.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
41.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
41.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
41.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
41.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
41.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
41.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
41.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
41.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
41.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
41.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
41.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
41.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
41.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
40.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
40.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
40.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
40.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
40.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
40.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
40.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
40.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
40.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
40.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
40.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
39.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
39.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
39.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
39.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
39.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
39.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
39.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
39.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
39.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
38.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
38.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
38.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
38.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
38.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
38.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
38.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
38.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
38.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
38.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
38.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
38.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
38.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
37.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
37.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
37.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
37.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
37.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
37.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
37.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
37.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
36.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
36.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
36.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
36.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
36.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
36.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
36.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
35.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
35.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
35.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
35.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
35.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
35.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
35.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
35.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
35.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
35.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
35.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
34.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
34.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
34.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
34.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
34.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
34.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
34.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
34.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
34.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
33.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
33.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
33.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
33.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
33.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
33.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
33.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
33.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
33.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
33.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
33.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
32.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
32.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
32.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
32.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
32.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
32.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
32.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
32.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
31.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
31.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
31.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
31.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
31.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
31.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
31.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
31.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
31.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
30.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
30.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
30.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
30.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
30.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
30.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
30.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
30.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
30.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
30.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
30.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
29.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
29.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
29.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
29.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
29.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
29.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
29.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
28.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
28.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
28.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
28.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
28.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
28.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
28.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
28.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
27.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
27.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
27.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
27.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
27.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
26.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
26.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
26.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
26.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
26.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
26.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
26.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
26.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
25.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
25.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
25.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
24.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
24.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
24.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
24.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
24.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
24.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
23.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
23.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
23.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
23.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
23.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
22.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
22.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
21.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
21.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
21.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
21.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
19.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
18.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
18.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
18.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
18.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
17.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
11.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
9.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNX5 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
52.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
95.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
94.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
93.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
91.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
85.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
83.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
82.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
78.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
78.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
77.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
76.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
76.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
75.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
72.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
71.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
70.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
70.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
69.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
68.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
68.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
67.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
66.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
66.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
65.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
65.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
64.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
63.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
62.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
61.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
61.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
61.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
60.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
60.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
60.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
59.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
58.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
57.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
57.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
56.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
56.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
55.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
55.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
54.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
53.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
53.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
53.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
53.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
52.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
52.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
52.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
52.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
52.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
51.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
50.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
50.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
50.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
49.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
48.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
48.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
47.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
46.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
46.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
45.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
44.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
44.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
44.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
41.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
39.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
39.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
39.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
37.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
35.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
35.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
35.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
34.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
34.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
33.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
33.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
32.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
31.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
29.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
29.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
27.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
25.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
SNX5 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
29.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
121.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
108.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
100.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
98.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
88.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
88.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
83.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
83.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
81.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
78.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
78.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
74.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
72.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
72.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
72.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
70.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
70.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
67.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
64.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
64.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
62.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
60.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
60.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
59.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
59.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
58.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
58.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
55.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
55.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
55.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
54.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
53.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
52.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
52.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
50.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
50.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
49.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
49.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
49.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
48.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
48.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
48.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
48.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
48.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
48.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
47.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
47.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
47.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
46.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
46.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
46.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
45.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
45.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
45.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
45.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
44.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
43.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
43.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
43.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
43.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
42.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
42.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
42.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
42.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
42.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
42.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
42.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
42.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
42.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
42.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
42.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
41.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
41.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
41.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
40.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
40.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
40.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
40.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
39.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
39.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
39.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
39.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
38.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
38.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
38.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
38.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
37.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
37.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
37.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
37.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
36.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
36.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
35.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
35.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
35.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
34.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
34.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
34.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
34.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
33.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
32.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
32.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
32.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
31.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
31.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
30.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
30.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
30.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
29.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
29.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
29.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
29.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
28.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
28.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
28.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
28.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
28.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
27.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
27.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
26.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
26.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
26.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
26.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
26.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
26.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
26.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
26.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
26.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
26.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
25.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
25.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
25.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
25.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
25.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
25.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
24.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
24.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
23.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
23.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
23.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
23.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
23.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
22.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
22.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
22.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
22.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
22.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
21.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
20.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
20.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
20.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
19.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
19.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
19.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
18.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
18.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
16.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
15.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
15.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
14.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
13.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
13.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
13.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
12.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
11.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
11.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
6.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076350001
Normal
0.8
CPT0002270011
Tumor
0.6
CPT0078840001
Normal
0.5
CPT0079180003
Tumor
0.5
CPT0001350001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0092740003
Normal
0.5
CPT0092800003
Normal
0.5
CPT0025060001
Normal
0.4
CPT0002350011
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0089480003
Normal
0.4
CPT0018250001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0075570001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0014350001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0088920001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0000790001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0012770003
Normal
0.3
CPT0012290003
Normal
0.3
CPT0088710001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0081620001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0023360001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0017450001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0007470001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0000660001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0088570001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0079410003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0001230001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0012550003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0015810003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0076330003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0017850003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0088630003
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0079380003
Tumor
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
